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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=0e5uOaJxo1
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Bozhen Hu",
"Cheng Tan",
"Jun Xia",
"Yue Liu",
"Lirong Wu",
"Jiangbin Zheng",
"Yongjie Xu",
"Yufei Huang",
"Stan Z. Li"
] |
Learning Complete Protein Representation by Dynamically Coupling of Sequence and Structure
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=0d50Il6enG
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kaushik Sinha"
] |
Non-parametric classification via expand-and-sparsify representation
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=0NMzBwqaAJ
|
oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zhenghao Lin",
"Zhibin Gou",
"Yeyun Gong",
"Xiao Liu",
"yelong shen",
"Ruochen Xu",
"Chen Lin",
"Yujiu Yang",
"Jian Jiao",
"Nan Duan",
"Weizhu Chen"
] |
Not All Tokens Are What You Need for Pretraining
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=0G0VpMjKyV
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mayank Shrivastava",
"Berivan Isik",
"Qiaobo Li",
"Sanmi Koyejo",
"Arindam Banerjee"
] |
Sketching for Distributed Deep Learning: A Sharper Analysis
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=0EfUYVMrLv
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zhen-Yu Zhang",
"Zhiyu Xie",
"Huaxiu Yao",
"Masashi Sugiyama"
] |
Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment
| null |
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NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=0C3bLHwjsY
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Will Ma",
"Pan Xu"
] |
Promoting Fairness Among Dynamic Agents in Online-Matching Markets under Known Stationary Arrival Distributions
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=0AwMciNShl
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/ztlmememe/T2VHE
|
[
"Tianle Zhang",
"Langtian Ma",
"Yuchen Yan",
"Yuchen Zhang",
"Yue Yang",
"Ziyao Guo",
"Wenqi Shao",
"Kai Wang",
"Yang You",
"Yu Qiao",
"Ping Luo",
"Kaipeng Zhang"
] |
Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
| 5 |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=0AumdfLzpK
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wonil Song",
"Hyesong Choi",
"Kwanghoon Sohn",
"Dongbo Min"
] |
A Simple Framework for Generalization in Visual RL under Dynamic Scene Perturbations
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=09RKw0vXjR
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yasutoshi Ida",
"Sekitoshi Kanai",
"Atsutoshi Kumagai",
"Tomoharu Iwata",
"Yasuhiro Fujiwara"
] |
Fast Iterative Hard Thresholding Methods with Pruning Gradient Computations
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=07N0qoaZ2L
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Fang Kong",
"Zilong Wang",
"Shuai Li"
] |
Improved Analysis for Bandit Learning in Matching Markets
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=06JRFVK88O
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"The Viet Bui",
"Tien Anh Mai",
"Thanh Hong Nguyen"
] |
Mimicking To Dominate: Imitation Learning Strategies for Success in Multiagent Games
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=04EC4ZnZJj
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ning Ding",
"Yehui Tang",
"Haochen Qin",
"Zhenli Zhou",
"Chao Xu",
"Lin Li",
"Kai Han",
"Liao Heng",
"Yunhe Wang"
] |
MemoryFormer : Minimize Transformer Computation by Removing Fully-Connected Layers
| null |
|||
NeurIPS.cc/2024/Conference
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https://openreview.net/forum?id=02r24A8doi
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Weitong Zhang",
"Zhiyuan Fan",
"Jiafan He",
"Quanquan Gu"
] |
Achieving Constant Regret in Linear Markov Decision Processes
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=02HWT9c4Lp
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lubo Wang",
"Di Lin",
"Kairui Yang",
"Ruonan Liu",
"Qing Guo",
"Wuyuan Xie",
"Miaohui Wang",
"Lingyu Liang",
"Yi Wang",
"Ping Li"
] |
Voxel Proposal Network via Multi-Frame Knowledge Distillation for Semantic Scene Completion
| null |
|||
Workshop/OPT
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https://openreview.net/forum?id=xiKGWKNhbO
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Haoxiang Wang",
"Zhanhong Jiang",
"Chao Liu",
"Soumik Sarkar",
"Dongxiang Jiang",
"Young M Lee"
] |
A Predicting Clipping Asynchronous Stochastic Gradient Descent Method in Distributed Learning
| null |
|||
Workshop/OPT
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https://openreview.net/forum?id=tvh3tq8zj9
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Andrew Rambidis",
"Jiayi Wang"
] |
Adagrad Promotes Diffuse Solutions In Overparameterized Regimes
| null |
|||
Workshop/OPT
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https://openreview.net/forum?id=tZsXBY0Wwn
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Saurabh kumar Mishra",
"Sharan Vaswani"
] |
Reducing Predict and Optimize to Convex Feasibility
| null |
|||
Workshop/OPT
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https://openreview.net/forum?id=s5xM03460k
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Parham Yazdkhasti",
"Xiaowen Jiang",
"Sebastian U Stich"
] |
Diversity-adjusted adaptive step size
| null |
|||
Workshop/OPT
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https://openreview.net/forum?id=pRF1PDvrnE
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"David Sychrovský",
"Michal Sustr",
"Michael Bowling",
"Martin Schmid"
] |
Global CFR: Meta-Learning in Self-Play Regret Minimization
| null |
|||
Workshop/OPT
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https://openreview.net/forum?id=okiDZ7t1WS
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Konstantin Mishchenko",
"Sebastian U Stich"
] |
Noise Injection Irons Out Local Minima and Saddle Points
| null |
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Workshop/OPT
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https://openreview.net/forum?id=ntT4TEPb2z
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Trang H. Tran",
"Lam M. Nguyen",
"Katya Scheinberg"
] |
Stochastic FISTA Step Search Algorithm for Convex Optimization
| null |
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Workshop/OPT
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https://openreview.net/forum?id=lov8z4RWh3
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xiao-Yang Liu",
"Ming Zhu"
] |
K-Spin Ising Model for Combinatorial Optimizations over Graphs: A Reinforcement Learning Approach
| null |
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Workshop/OPT
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https://openreview.net/forum?id=kyQq0vIUBw
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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https://github.com/idephics/escapingmediocrity
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[
"Luca Arnaboldi",
"Florent Krzakala",
"Bruno Loureiro",
"Ludovic Stephan"
] |
Escaping mediocrity: how two-layer networks learn hard generalized linear models
| 0 |
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Workshop/OPT
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https://openreview.net/forum?id=kmHThRorxE
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Simon Neumeyer",
"Julian Stier",
"Michael Granitzer"
] |
FaDE: Fast DARTS Estimator on Hierarchical NAS Spaces
| null |
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Workshop/OPT
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https://openreview.net/forum?id=jp4k4DaSmx
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yifan Kang",
"Kai Liu"
] |
Nesterov Meets Robust Multitask Learning Twice
| null |
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Workshop/OPT
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https://openreview.net/forum?id=iqLUnznmxC
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Robin Yadav",
"Frederik Kunstner",
"Mark Schmidt",
"Alberto Bietti"
] |
Why Adam Outperforms Gradient Descent on Language Models: A Heavy-Tailed Class Imbalance Problem
| null |
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Workshop/OPT
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https://openreview.net/forum?id=i4DdovwRbV
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Aaron Mishkin",
"Alberto Bietti",
"Robert M. Gower"
] |
Level Set Teleportation: the Good, the Bad, and the Ugly
| null |
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Workshop/OPT
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https://openreview.net/forum?id=fW282YCkCh
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Akhil Agnihotri",
"Rahul Jain",
"Haipeng Luo"
] |
Average-Constrained Policy Optimization
| null |
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Workshop/OPT
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https://openreview.net/forum?id=exgeMa9fB5
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Aaron Mishkin",
"Ahmed Khaled",
"Aaron Defazio",
"Robert M. Gower"
] |
A novel analysis of gradient descent under directional smoothness
| null |
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Workshop/OPT
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https://openreview.net/forum?id=dJBqZo33JE
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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[
"Sudeep Raja Putta",
"Shipra Agrawal"
] |
Regret Bounds for Optimistic Follow The Leader: Applications in Portfolio Selection and Linear Regression
| null |
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Workshop/OPT
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https://openreview.net/forum?id=c838OfxQwF
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oral
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NeurIPS2024
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NaT
| null |
[
"Michael Lu",
"Matin Aghaei",
"Anant Raj",
"Sharan Vaswani"
] |
Practical Principled Policy Optimization for Finite MDPs
| null |
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Workshop/OPT
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https://openreview.net/forum?id=Zkebo3rb2I
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Thibault Lahire"
] |
Non-Uniform Sampling and Adaptive Optimizers in Deep Learning
| null |
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Workshop/OPT
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https://openreview.net/forum?id=XdeRrDmv1h
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"John Lazarsfeld",
"Dan Alistarh"
] |
Decentralized Learning Dynamics in the Gossip Model
| null |
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Workshop/OPT
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https://openreview.net/forum?id=XW56zLleWK
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mokhwa Lee",
"Yifan Sun"
] |
Almost multisecant BFGS quasi-Newton method
| null |
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Workshop/OPT
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https://openreview.net/forum?id=XTJU5FPGRm
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Bingshan Hu",
"Tianyue H. Zhang"
] |
From 6235149080811616882909238708 to 29: Vanilla Thompson Sampling Revisited
| null |
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Workshop/OPT
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https://openreview.net/forum?id=UfvQbl7Kpx
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Chen Fan",
"Sharan Vaswani",
"Christos Thrampoulidis",
"Mark Schmidt"
] |
MSL: An Adaptive Momentem-based Stochastic Line-search Framework
| null |
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Workshop/OPT
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https://openreview.net/forum?id=UdFaGdW9nj
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Haotian Ju",
"Dongyue Li",
"Hongyang R. Zhang"
] |
Noise Stability Optimization For Flat Minima With Tight Rates
| null |
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Workshop/OPT
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https://openreview.net/forum?id=Q654vHyanN
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Anh Quang Dang",
"Reza Babanezhad Harikandeh",
"Sharan Vaswani"
] |
Noise-adaptive (Accelerated) Stochastic Heavy-Ball Momentum
| null |
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Workshop/OPT
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https://openreview.net/forum?id=PDxpsZmyrr
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NeurIPS2024
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NaT
| null |
[
"Mark Kozdoba",
"Binyamin Perets",
"Shie Mannor"
] |
Unnormalized Density Estimation with Root Sobolev Norm Regularization
| null |
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Workshop/OPT
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https://openreview.net/forum?id=P4j4l45NUq
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oral
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NeurIPS2024
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NaT
| null |
[
"Georgy Noarov",
"Ramya Ramalingam",
"Aaron Roth",
"Stephan Xie"
] |
High-Dimensional Unbiased Prediction for Sequential Decision Making
| null |
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Workshop/OPT
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https://openreview.net/forum?id=OnJa9N4VwY
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ali Zindari",
"Ruichen Luo",
"Sebastian U Stich"
] |
On the Convergence of Local SGD Under Third-Order Smoothness and Hessian Similarity
| null |
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https://openreview.net/forum?id=NMUCBSfNxy
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NeurIPS2024
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NaT
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https://github.com/rmclarke/adamthroughasecondorderlens
|
[
"Ross M Clarke",
"Baiyu Su",
"José Miguel Hernández-Lobato"
] |
Adam through a Second-Order Lens
| 2 |
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https://openreview.net/forum?id=KiQ8PhDzIU
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ramin Hasani",
"Etan A Ehsanfar",
"Greg A Banis",
"Rusty Bealer",
"Amir Soroush Ahmadi"
] |
Exploring Modern Evolution Strategies in Portfolio Optimization
| null |
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https://openreview.net/forum?id=JmihRHpCU5
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wu Lin",
"Felix Dangel",
"Runa Eschenhagen",
"Kirill Neklyudov",
"Agustinus Kristiadi",
"Richard E. Turner",
"Alireza Makhzani"
] |
Structured Inverse-Free Natural Gradient: Memory-Efficient Numerically-Stable KFAC for Large Neural Nets
| null |
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https://openreview.net/forum?id=Ins2PbraMw
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NeurIPS2024
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NaT
| null |
[
"Wei Kuang",
"Sen Na",
"Mihai Anitescu"
] |
Online Covariance Matrix Estimation in Stochastic Inexact Newton Methods
| null |
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https://openreview.net/forum?id=HlZVPI4O4x
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poster
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NeurIPS2024
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NaT
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https://github.com/optimization-for-data-driven-science/f-ferm
|
[
"Sina Baharlouei",
"Shivam Patel",
"Meisam Razaviyayn"
] |
f-FERM: A Scalable Framework for Robust Fair Empirical Risk Minimization
| 2 |
|||
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https://openreview.net/forum?id=FFRV3WCVJ3
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NeurIPS2024
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NaT
| null |
[
"James Spann",
"Pratik Sanjay Bongale",
"Christopher M Homan"
] |
(Un)certainty selection methods for Active Learning on Label Distributions
| null |
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https://openreview.net/forum?id=EoJqVH7K96
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poster
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NeurIPS2024
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NaT
| null |
[
"Chaoyue Liu",
"Dmitriy Drusvyatskiy",
"Mikhail Belkin",
"Damek Davis",
"Yian Ma"
] |
SGD batch saturation for training wide neural networks
| null |
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https://openreview.net/forum?id=EOfNadpUYP
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poster
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NeurIPS2024
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NaT
| null |
[
"Haiying Wu",
"shuyuan you",
"Zhiqiang Zhuang",
"Kewen Wang",
"Zhe Wang"
] |
Enhancing the Misreport Network for Optimal Auction Design
| null |
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https://openreview.net/forum?id=BDv9GkWG1E
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NeurIPS2024
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NaT
| null |
[
"Adriano Fazzone",
"Yanhao Wang",
"Francesco Bonchi"
] |
Fair Representation in Submodular Subset Selection: A Pareto Optimization Approach
| null |
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https://openreview.net/forum?id=AyzhPfICBX
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NeurIPS2024
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NaT
| null |
[
"Jörg K.H. Franke",
"Michael Hefenbrock",
"Gregor Koehler",
"Frank Hutter"
] |
New Horizons in Parameter Regularization: A Constraint Approach
| null |
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https://openreview.net/forum?id=Aw8GuIevIa
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NeurIPS2024
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NaT
| null |
[
"Wenyi Wang",
"Louis Kirsch",
"Francesco Faccio",
"Mingchen Zhuge",
"Jürgen Schmidhuber"
] |
Continually Adapting Optimizers Improve Meta-Generalization
| null |
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https://openreview.net/forum?id=AtzAqJQpan
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poster
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NeurIPS2024
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NaT
| null |
[
"Reza Asad",
"Reza Babanezhad Harikandeh",
"Issam H. Laradji",
"Nicolas Le Roux",
"Sharan Vaswani"
] |
Surrogate Minimization: An Optimization Algorithm for Training Large Neural Networks with Model Parallelism
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https://openreview.net/forum?id=A05nWKTZAL
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NeurIPS2024
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NaT
| null |
[
"Donghyun Oh",
"Jinseok Chung",
"Namhoon Lee"
] |
Pruning Neural Networks with Velocity-Constrained Optimization
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https://openreview.net/forum?id=9lm3FzJPpY
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Anant Mathur",
"Sarat Babu Moka",
"Zdravko Botev"
] |
Feature Selection in Generalized Linear models via the Lasso: To Scale or Not to Scale?
| null |
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https://openreview.net/forum?id=9LSbN0sHwv
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Fu Wang",
"Zeyu Fu",
"Xiaowei Huang",
"Wenjie Ruan"
] |
DIRECT Optimisation with Bayesian Insights: Assessing Reliability Under Fixed Computational Budgets
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https://openreview.net/forum?id=7Ie3aoqJg1
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Robert M. Gower",
"Frederik Kunstner",
"Mark Schmidt"
] |
Variance Reduced Model Based Methods: New rates and adaptive step sizes
| null |
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https://openreview.net/forum?id=6tFGOXyykI
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dimitri Papadimitriou",
"Bang Công Vu"
] |
On the convergence of warped proximal iterations for solving nonmonotone inclusions and applications
| null |
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https://openreview.net/forum?id=6l7UCftiMx
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Stanley Wei",
"Tongzheng Ren",
"Simon Shaolei Du"
] |
On the Synergy Between Label Noise and Learning Rate Annealing in Neural Network Training
| null |
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https://openreview.net/forum?id=5yGwzxRVcg
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Taoan Huang",
"Aaron M Ferber",
"Arman Zharmagambetov",
"Yuandong Tian",
"Bistra Dilkina"
] |
Contrastive Predict-and-Search for Mixed Integer Linear Programs
| null |
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https://openreview.net/forum?id=5WNCD8fXUb
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Chandler Mack Smith",
"Samuel P. Lichtenberg",
"HanQin Cai",
"Abiy Tasissa"
] |
Riemannian Optimization for Euclidean Distance Geometry
| null |
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Workshop/OPT
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https://openreview.net/forum?id=5J6SGZk69Y
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Chris Solomou"
] |
GUC: Unsupervised non-parametric Global Clustering and Anomaly Detection
| null |
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https://openreview.net/forum?id=5HbXROFu3p
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lai Tian",
"Anthony Man-Cho So"
] |
Testing Approximate Stationarity Concepts for Piecewise Affine Functions and Extensions
| null |
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https://openreview.net/forum?id=4jEOdGqVC0
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mo Zhou",
"Xiong Zhou",
"Li Erran Li",
"Stefano Ermon",
"Rong Ge"
] |
Multi-head CLIP: Improving CLIP with Diverse Representations and Flat Minima
| null |
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https://openreview.net/forum?id=271xvdLOMV
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rajat Vadiraj Dwaraknath",
"Lexing Ying"
] |
On Optimization Formulations of Finite Horizon MDPs
| null |
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Workshop/OPT
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https://openreview.net/forum?id=0t1sHkPS06
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Chaosheng Dong",
"Yijia Wang",
"Bo Zeng"
] |
Learning Multiobjective Program Through Online Learning
| null |
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https://openreview.net/forum?id=yzKb3uFiir
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yeon-Ji Song",
"Hyunseo Kim",
"Suhyung Choi",
"Jin-Hwa Kim",
"Byoung-Tak Zhang"
] |
Learning Object Motion and Appearance Dynamics with Object-Centric Representations
| null |
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https://openreview.net/forum?id=xOgWq35OH1
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"David Reber",
"Cristina Garbacea",
"Victor Veitch"
] |
What's your Use Case? A Taxonomy of Causal Evaluations of Post-hoc Interpretability
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https://openreview.net/forum?id=m9s6rnYWqm
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yi-Fu Wu",
"Klaus Greff",
"Gamaleldin Fathy Elsayed",
"Michael Curtis Mozer",
"Thomas Kipf",
"Sjoerd van Steenkiste"
] |
Inverted-Attention Transformers can Learn Object Representations: Insights from Slot Attention
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https://openreview.net/forum?id=kbXmvuk2Mc
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NeurIPS2024
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NaT
| null |
[
"Quanhan Xi",
"Sebastian Gonzalez",
"Benjamin Bloem-Reddy"
] |
Triangular Monotonic Generative Models Can Perform Causal Discovery
| null |
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https://openreview.net/forum?id=gNMANHvjO1
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Oscar Clivio",
"Avi Feller",
"Christopher C. Holmes"
] |
Towards representation learning for general weighting problems in causal inference
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https://openreview.net/forum?id=fpSpF1Wjek
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mirco Mutti",
"Riccardo De Santi",
"Marcello Restelli",
"Alexander Marx",
"Giorgia Ramponi"
] |
Exploiting Causal Representations in Reinforcement Learning: A Posterior Sampling Approach
| null |
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https://openreview.net/forum?id=fkoqMdTlEg
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oral
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Abdul Moeed",
"Martin Rohbeck",
"Kai Ueltzhoeffer",
"Pavlo Lutsik",
"Oliver Stegle",
"Marc Jan Bonder"
] |
Identifying Effects of Disease on Single-Cells with Domain-Invariant Generative Modeling
| null |
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https://openreview.net/forum?id=aCiFCj4rEA
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hsiao-Ru Pan",
"Bernhard Schölkopf"
] |
Learning Endogenous Representation in Reinforcement Learning via Advantage Estimation
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https://openreview.net/forum?id=Zs3C7zytfp
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Amandeep Singh",
"Bolong Zheng"
] |
Causal Regressions For Unstructured Data
| null |
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https://openreview.net/forum?id=YQt6emXCYR
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jan Corazza",
"Hadi Partovi Aria",
"Daniel Neider",
"Zhe Xu"
] |
Expediting Reinforcement Learning by Incorporating Temporal Causal Information
| null |
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https://openreview.net/forum?id=XwAT4LSaXe
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yujin Han",
"Difan Zou"
] |
DISK: Domain Inference for Discovering Spurious Correlation with KL-Divergence
| null |
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https://openreview.net/forum?id=VJjTq7QmRv
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NeurIPS2024
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NaT
| null |
[
"Kwangje Baeg",
"Hyeopwoo Lee",
"Yeomin Yoon",
"Jongmo Kim"
] |
Mixup-Based Knowledge Distillation with Causal Intervention for Multi-Task Speech Classification
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https://openreview.net/forum?id=TIIufkRcYh
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Angelos Nalmpantis",
"Phillip Lippe",
"Sara Magliacane"
] |
Hierarchical Causal Representation Learning
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https://openreview.net/forum?id=RS3ulfWvbo
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Song Wei",
"Xiangrui Kong",
"Sarah Ann Huestis-Mitchell",
"Yao Xie",
"Shixiang Zhu",
"Alinson Santos Xavier",
"Feng Qiu"
] |
Unfairness Detection within Power Systems through Transfer Counterfactual Learning
| null |
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https://openreview.net/forum?id=O9jfSs82XU
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poster
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NeurIPS2024
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NaT
| null |
[
"Dhruva Rajwade",
"Atiyeh Ahmadi",
"Brian Paul Ingalls"
] |
Cells2Vec: Bridging the gap between experiments and simulations using causal representation learning
| null |
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Workshop/CRL
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https://openreview.net/forum?id=MytNJ6lXAV
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oral
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NeurIPS2024
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NaT
| null |
[
"Burak Varici",
"Emre Acartürk",
"Karthikeyan Shanmugam",
"Ali Tajer"
] |
Score-based Causal Representation Learning from Interventions: Nonparametric Identifiability
| null |
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https://openreview.net/forum?id=HAymeESPKo
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yi-Fu Wu",
"Minseung Lee",
"Sungjin Ahn"
] |
Object-Centric Semantic Vector Quantization
| null |
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https://openreview.net/forum?id=FNlfCBZ1tD
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rickard Karlsson",
"Ștefan Creastă",
"JH Krijthe"
] |
Putting Causal Identification to the Test: Falsification using Multi-Environment Data
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https://openreview.net/forum?id=DyitJM9vAE
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Simon Bing",
"Jonas Wahl",
"Urmi Ninad",
"Jakob Runge"
] |
Invariance Causal Representation Learning: Prospects and Limitations
| null |
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https://openreview.net/forum?id=BQpfwa0NNJ
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NeurIPS2024
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NaT
| null |
[
"Amirhossein Farzam",
"Allen Tannenbaum",
"Guillermo Sapiro"
] |
Curvature and Causal Inference in Network Data
| null |
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https://openreview.net/forum?id=8btzvHmSfU
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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[
"Dong Kyu Cho",
"Sanghack Lee"
] |
Learning to ignore: Single Source Domain Generalization via Oracle Regularization
| null |
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https://openreview.net/forum?id=6vmxURfudf
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yizhi Wang",
"Weijia Zhang",
"Min-Ling Zhang"
] |
Instance-Dependent Partial Label Learning with Identifiable Causal Representations
| null |
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https://openreview.net/forum?id=6YIX9sc7Xt
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Naiyu Yin",
"Hanjing Wang",
"Tian Gao",
"Amit Dhurandhar",
"Qiang Ji"
] |
Causal Markov Blanket Representation Learning for Out-of-distribution Generalization
| null |
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Workshop/CRL
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https://openreview.net/forum?id=31aOhyoQRI
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yuejiang Liu",
"Ahmad Rahimi",
"Po-Chien Luan",
"Frano Rajič",
"Alexandre Alahi"
] |
Learning Causally-Aware Representations of Multi-Agent Interactions
| null |
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https://openreview.net/forum?id=0man1UezvH
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dhanya Sridhar",
"Eric Elmoznino",
"Maitreyi Swaroop"
] |
Learning Macro Variables with Auto-encoders
| null |
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https://openreview.net/forum?id=vibHb75kYq
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hadeel Al-Negheimish",
"Pranava Madhyastha",
"Alessandra Russo"
] |
Augmenting Large Language Models with Symbolic Rule Learning for Robust Numerical Reasoning
| null |
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https://openreview.net/forum?id=sSgdyY0YJR
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Fabian Gloeckle",
"Baptiste Roziere",
"Amaury Hayat",
"Gabriel Synnaeve"
] |
Temperature-scaled large language models for Lean proofstep prediction
| null |
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Workshop/MATH-AI
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https://openreview.net/forum?id=oX1ANuWuIn
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Helen Jenne",
"Herman Chau",
"Davis Brown",
"Jackson Warley",
"Timothy Doster",
"Henry Kvinge"
] |
Can We Count on Deep Learning: Exploring and Characterizing Combinatorial Structures Using Machine Learning
| null |
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https://openreview.net/forum?id=itphvM79Fx
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Amitayush Thakur",
"Yeming Wen",
"Swarat Chaudhuri"
] |
A Language-Agent Approach to Formal Theorem-Proving
| null |
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Workshop/MATH-AI
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https://openreview.net/forum?id=gUJLxVpWi2
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hongqiao Chen",
"Kexun Zhang",
"Lei Li",
"William Yang Wang"
] |
ToolDec: Syntax Error-Free and Generalizable Tool Use for LLMs via Finite-State Decoding
| null |
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Workshop/MATH-AI
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https://openreview.net/forum?id=btQ7Bt1NLF
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Francois Charton",
"Alexandre Krajenbrink",
"Konstantinos Meichanetzidis",
"Richie Yeung"
] |
Teaching small transformers to rewrite ZX diagrams
| null |
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https://openreview.net/forum?id=WWDsbsgyhS
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Vaibhav Sharma",
"abhinav nagpal",
"Muhammed Fatih Balin"
] |
SIRD: Symbolic Integration Rules Dataset
| null |
|||
Workshop/MATH-AI
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https://openreview.net/forum?id=ROOVUBZp8v
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Bingbin Liu",
"Sebastien Bubeck",
"Ronen Eldan",
"Janardhan Kulkarni",
"Yuanzhi Li",
"Anh Nguyen",
"Rachel Ward",
"Yi Zhang"
] |
TinyGSM: achieving 80
| null |
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Workshop/MATH-AI
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https://openreview.net/forum?id=RCiRtdERCW
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mateusz Krubiński"
] |
Basic Arithmetic Properties in the Space of Language Model Prompts
| null |
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