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Workshop/DGM4H
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https://openreview.net/forum?id=1cUu0a4T5I
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Aous Khadhraoui",
"Daniel Nakhaee-Zadeh Gutierrez",
"Elizaveta Kozlova"
] |
Hierarchical Protein Representation for Interface Co-design with HICON
| null |
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=0aeDKGhlTo
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Gulshan Sharma",
"Abhinav Dhall",
"Ramanathan Subramanian"
] |
MEDiC: Mitigating EEG Data Scarcity Via Class-Conditioned Diffusion Model
| null |
|||
Workshop/TRL
|
https://openreview.net/forum?id=zWzgulKtvw
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Christopher Buss",
"Jasmin Mousavi",
"Mikhail Tokarev",
"Arash Termehchy",
"David Maier",
"Stefan Lee"
] |
Generating Data Augmentation Queries Using Large Language Models
| null |
|||
Workshop/TRL
|
https://openreview.net/forum?id=s0rM4hWBUq
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yechan Hwang",
"Jinsu Lim",
"Young-Jun Lee",
"Ho-Jin Choi"
] |
Augmentation for Context in Financial Numerical Reasoning over Textual and Tabular Data with Large-Scale Language Model
| null |
|||
Workshop/TRL
|
https://openreview.net/forum?id=rSuRu22bbN
|
poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hao Liu",
"Yixin Chen",
"Bradley Fritz",
"Christopher King"
] |
TabContrast: A Local-Global Level Method for Tabular Contrastive Learning
| null |
|||
Workshop/TRL
|
https://openreview.net/forum?id=pPAK4FIopM
|
poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Prithwijit Chowdhury",
"Mohit Prabhushankar",
"Ghassan AlRegib"
] |
Explaining Explainers: Necessity and Sufficiency in Tabular Data
| null |
|||
Workshop/TRL
|
https://openreview.net/forum?id=kzR5Cj5blw
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jacob Yoke Hong Si",
"Michael Cooper",
"Wendy Yusi Cheng",
"Rahul Krishnan"
] |
InterpreTabNet: Enhancing Interpretability of Tabular Data Using Deep Generative Models and Large Language Models
| null |
|||
Workshop/TRL
|
https://openreview.net/forum?id=k5Mnd4pO7X
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Harsimran Bhasin",
"Soumyadeep Ghosh"
] |
On Incorporating new Variables during Evaluation
| null |
|||
Workshop/TRL
|
https://openreview.net/forum?id=ejfKPO9aw0
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mark Kozdoba",
"Binyamin Perets",
"Shie Mannor"
] |
Unnormalized Density Estimation with Root Sobolev Norm Regularization
| null |
|||
Workshop/TRL
|
https://openreview.net/forum?id=b4GEmjsHAB
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lukáš Zahradník",
"Jan Neumann",
"Gustav Šír"
] |
A Deep Learning Blueprint for Relational Databases
| null |
|||
Workshop/TRL
|
https://openreview.net/forum?id=WXNmnmpRBJ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Leo Grinsztajn",
"Myung Jun Kim",
"Edouard Oyallon",
"Gael Varoquaux"
] |
Modeling string entries for tabular data prediction: do we need big large language models?
| null |
|||
Workshop/TRL
|
https://openreview.net/forum?id=TSkiaPP1sq
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sepanta Zeighami",
"Cyrus Shahabi"
] |
NeuroDB: Efficient, Privacy-Preserving and Robust Query Answering with Neural Networks
| null |
|||
Workshop/TRL
|
https://openreview.net/forum?id=R8VFPAfOcN
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mohammed Saeed",
"Nicola De Cao",
"Paolo Papotti"
] |
A DB-First approach to query factual information in LLMs
| null |
|||
Workshop/TRL
|
https://openreview.net/forum?id=PxEY7pBb6F
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Valeriia Cherepanova",
"Roman Levin",
"Gowthami Somepalli",
"Jonas Geiping",
"C. Bruss",
"Andrew Wilson",
"Tom Goldstein",
"Micah Goldblum"
] |
A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning
| null |
|||
Workshop/TRL
|
https://openreview.net/forum?id=JIrTIMI5Yd
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tianji Cong",
"Zhenjie Sun",
"Paul Groth",
"H. Jagadish",
"Madelon Hulsebos"
] |
Introducing the Observatory Library for End-to-End Table Embedding Inference
| null |
|||
Workshop/TRL
|
https://openreview.net/forum?id=HtdZSf1ObU
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Qixuan Jin",
"Talip Ucar"
] |
Benchmarking Tabular Representation Models in Transfer Learning Settings
| null |
|||
Workshop/TRL
|
https://openreview.net/forum?id=H0gENXL7F2
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mike Van Ness",
"Madeleine Udell"
] |
In Defense of Zero Imputation for Tabular Deep Learning
| null |
|||
Workshop/TRL
|
https://openreview.net/forum?id=EocsZtcA7P
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Scott Yak",
"Yihe Dong",
"Javier Gonzalvo",
"Sercan Arik"
] |
IngesTables: Scalable and Efficient Training of LLM-Enabled Tabular Foundation Models
| null |
|||
Workshop/TRL
|
https://openreview.net/forum?id=6Kb3pE9nWQ
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Joon Suk Huh",
"Changho Shin",
"Elina Choi"
] |
Pool-Search-Demonstrate: Improving Data-wrangling LLMs via better in-context examples
| null |
|||
Workshop/TRL
|
https://openreview.net/forum?id=4MkkNsAEmO
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Junwei Ma",
"Apoorv Dankar",
"George Stein",
"Guangwei Yu",
"Anthony Caterini"
] |
TabPFGen – Tabular Data Generation with TabPFN
| null |
|||
Workshop/TRL
|
https://openreview.net/forum?id=3gBqMkELhZ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"You Wu",
"Omid Bazgir",
"Yongju Lee",
"Tommaso Biancalani",
"James Lu",
"Ehsan Hajiramezanali"
] |
Multitask-Guided Self-Supervised Tabular Learning for Patient-Specific Survival Prediction
| null |
|||
Workshop/OTML
|
https://openreview.net/forum?id=yLps2oiTu7
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alexander Zalles",
"Kai M. Hung",
"Ann E. Finneran",
"Lydia Beaudrot",
"Cesar Uribe"
] |
Network Regression with Wasserstein Distances
| null |
|||
Workshop/OTML
|
https://openreview.net/forum?id=o8ZGNn9LpN
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kwangjun Ahn",
"Ahmad Beirami",
"Ziteng Sun",
"Ananda Theertha Suresh"
] |
SpecTr++: Improved transport plans for speculative decoding of large language models
| null |
|||
Workshop/OTML
|
https://openreview.net/forum?id=mCNl1EMAfH
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Gabriel Rioux",
"Ziv Goldfeld",
"Kengo Kato"
] |
Semi-discrete Gromov-Wasserstein distances: Existence of Gromov-Monge Maps and Statistical Theory
| null |
|||
Workshop/OTML
|
https://openreview.net/forum?id=fwXj1c6faX
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Runze Liu",
"Yali Du",
"Fengshuo Bai",
"Jiafei Lyu",
"Xiu Li"
] |
Zero-shot Cross-task Preference Alignment for Offline RL via Optimal Transport
| null |
|||
Workshop/OTML
|
https://openreview.net/forum?id=eUZZHoTknJ
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"An Le",
"Georgia Chalvatzaki",
"Armin Biess",
"Jan Peters"
] |
Accelerating Motion Planning via Optimal Transport
| null |
|||
Workshop/OTML
|
https://openreview.net/forum?id=aJbyq2lmQc
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sloan Nietert",
"Ziv Goldfeld",
"Soroosh Shafieezadeh-Abadeh"
] |
Outlier-Robust Wasserstein DRO
| null |
|||
Workshop/OTML
|
https://openreview.net/forum?id=ZbioTIO6y6
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Youssef Mroueh"
] |
Towards a Statistical Theory of Learning to Learn In-context with Transformers
| null |
|||
Workshop/OTML
|
https://openreview.net/forum?id=ToLEG6EEaU
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zhe Xiong",
"Qiaoqiao Ding",
"Xiaoqun Zhang"
] |
SyMOT-Flow: Learning optimal transport flow for two arbitrary distributions with maximum mean discrepancy
| null |
|||
Workshop/OTML
|
https://openreview.net/forum?id=RYPNAOWANk
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zhengxin Zhang",
"Ziv Goldfeld",
"Youssef Mroueh",
"Bharath Sriperumbudur"
] |
Duality and Sample Complexity for the Gromov-Wasserstein Distance
| null |
|||
Workshop/OTML
|
https://openreview.net/forum?id=RXYURNZzfs
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xinran Liu",
"Yikun Bai",
"Huy Tran",
"Zhanqi Zhu",
"Matthew Thorpe",
"Soheil Kolouri"
] |
PTLP: Partial Transport L^p Distances
| null |
|||
Workshop/OTML
|
https://openreview.net/forum?id=PMGGrKTIii
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sina Akbari",
"Luca Ganassali",
"Negar Kiyavash"
] |
Causal Discovery via Monotone Triangular Transport Maps
| null |
|||
Workshop/OTML
|
https://openreview.net/forum?id=OyDMxFt35U
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Prabhant Singh",
"Joaquin Vanschoren"
] |
Applications of Optimal Transport Distances in Unsupervised AutoML
| null |
|||
Workshop/OTML
|
https://openreview.net/forum?id=Ne4WjToIb6
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/aaltoml/iterative-smoothing-bridge
|
[
"Ella Tamir",
"Martin Trapp",
"Arno Solin"
] |
Data-Conditional Diffusion Bridges
| 4 |
|||
Workshop/OTML
|
https://openreview.net/forum?id=MJ1qZBwHHI
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yuzhe Lu",
"Yilong Qin",
"Runtian Zhai",
"Andrew Shen",
"Ketong Chen",
"Zhenlin Wang",
"Soheil Kolouri",
"Simon Stepputtis",
"Joseph Campbell",
"Katia Sycara"
] |
Characterizing Out-of-Distribution Error via Optimal Transport
| null |
|||
Workshop/OTML
|
https://openreview.net/forum?id=LXGhneskDs
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jason Alfonso",
"Ricardo Baptista",
"Anupam Bhakta",
"Noam Gal",
"Alfin Hou",
"Vasilisa Lyubimova",
"Daniel Pocklington",
"Josef Sajonz",
"Giulio Trigila",
"Ryan Tsai"
] |
A generative flow model for conditional sampling via optimal transport
| null |
|||
Workshop/OTML
|
https://openreview.net/forum?id=Bd4DTPzOGO
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rob Brekelmans",
"Kirill Neklyudov"
] |
On Schrödinger Bridge Matching and Expectation Maximization
| null |
|||
Workshop/OTML
|
https://openreview.net/forum?id=9xW9OgdJfs
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yimeng Min",
"Carla Gomes"
] |
Unsupervised Learning Permutations for TSP using Gumbel-Sinkhorn Operator
| null |
|||
Workshop/OTML
|
https://openreview.net/forum?id=9P02CcVkGU
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Aimee Maurais",
"Youssef Marzouk"
] |
Adaptive Algorithms for Continuous-Time Transport: Homotopy-Driven Sampling and a New Interacting Particle System
| null |
|||
Workshop/OTML
|
https://openreview.net/forum?id=6Muz6c1wBc
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Pankaj Agarwal",
"Sharath Raghvendra",
"Pouyan Shirzadian",
"Keegan Yao"
] |
Fast and Accurate Cost-Scaling Algorithm for the Semi-Discrete Optimal Transport
| null |
|||
Workshop/OTML
|
https://openreview.net/forum?id=1Yi0XQviNO
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wanli Hong",
"Vladimir A Kobzar",
"Kui Ren"
] |
Fourier-Based Bounds for Wasserstein Distances and Their Implications in Computational Inversion
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=sPtEDSVD4K
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Pol G. Recasens",
"Jordi Torres",
"Josep Lluis Berral",
"Søren Hauberg",
"Pablo Moreno-Muñoz"
] |
Beyond Parameter Averaging in Model Aggregation
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=s7hquGszME
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Liang Zhang",
"Kiran Koshy Thekumparampil",
"Sewoong Oh",
"Niao He"
] |
DPZero: Dimension-Independent and Differentially Private Zeroth-Order Optimization
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=qQ2qXFu05s
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Woojin Chung",
"Hyowon Cho",
"James Thorne",
"Se-Young Yun"
] |
Parameter Averaging Laws for Multitask Language Models
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=ozN92d7CHX
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sheikh Shams Azam",
"Martin Pelikan",
"Vitaly Feldman",
"Kunal Talwar",
"Jan Silovsky",
"Tatiana Likhomanenko"
] |
Federated Learning for Speech Recognition: Revisiting Current Trends Towards Large-Scale ASR
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=le0Emy9SqA
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Heng Zhu",
"Arya Mazumdar"
] |
Consensus Optimization at Representation: Improving Personalized Federated Learning via Data-Centric Regularization
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=ldN6QdyukS
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xuechen Zhang",
"Mingchen Li",
"Xiangyu Chang",
"Jiasi Chen",
"Amit Roy-Chowdhury",
"Ananda Suresh",
"Samet Oymak"
] |
Augmenting Federated Learning with Pretrained Transformers
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=dsWg7n6zoo
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Shaunak Halbe",
"James Seale Smith",
"Junjiao Tian",
"Zsolt Kira"
] |
HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=YqqWQP8POe
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hanmin Li",
"Avetik Karagulyan",
"Peter Richtárik"
] |
MARINA Meets Matrix Stepsizes: Variance Reduced Distributed Non-Convex Optimization
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=XSfsvBoc8M
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Amrith Setlur",
"Vitaly Feldman",
"Kunal Talwar"
] |
Private and Personalized Histogram Estimation in a Federated Setting
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=WYLhRgBAFH
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Gihun Lee",
"Minchan Jeong",
"SangMook Kim",
"Jaehoon Oh",
"Se-Young Yun"
] |
FedSoL: Bridging Global Alignment and Local Generality in Federated Learning
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=TaDiklyVps
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jianyi Zhang",
"Saeed Vahidian",
"Martin Kuo",
"Chunyuan Li",
"Ruiyi Zhang",
"Tong Yu",
"Guoyin Wang",
"Yiran Chen"
] |
Towards Building the FederatedGPT: Federated Instruction Tuning
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=SvJx4a75QZ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Laurent Condat",
"Ivan Agarský",
"Grigory Malinovsky",
"Peter Richtárik"
] |
TAMUNA: Doubly Accelerated Federated Learning with Local Training, Compression, and Partial Participation
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=Pj6BPHZy56
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Maria Hartmann",
"Grégoire Danoy",
"Mohammed Alswaitti",
"Pascal Bouvry"
] |
MOFL/D: A Federated Multi-objective Learning Framework with Decomposition
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=OoEIUohfcp
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Georgios Papadopoulos",
"yash satsangi",
"Shaltiel Eloul",
"Marco Pistoia"
] |
Absolute Variation Distance: an Inversion Attack Evaluation Metric for Federated Learning
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=LiSj1GRVhL
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Eros Fanì",
"Raffaello Camoriano",
"Barbara Caputo",
"Marco Ciccone"
] |
Fed3R: Recursive Ridge Regression for Federated Learning with strong pre-trained models
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=HyRwexERAo
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wanru Zhao",
"Yihong Chen",
"Royson Lee",
"Xinchi Qiu",
"Yan Gao",
"Hongxiang Fan",
"Nicholas Donald Lane"
] |
Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=HiPe4SjZMs
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Charles-Étienne Joseph",
"Benjamin Thérien",
"Abhinav Moudgil",
"Boris Knyazev",
"Eugene Belilovsky"
] |
Learning Optimizers for Local SGD
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=FakNykU4PF
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Marco Bornstein",
"Amrit Bedi",
"Anit Kumar Sahu",
"Furqan Khan",
"Furong Huang"
] |
RealFM: A Realistic Mechanism to Incentivize Data Contribution and Device Participation
| null |
|||
Workshop/Federated_Learning
|
https://openreview.net/forum?id=1ww9tjEQVL
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Connor Mclaughlin",
"Lili Su"
] |
FedLDA: Personalized Federated Learning Through Collaborative Linear Discriminant Analysis
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=zKDSfGhCoK
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Florian Dorner",
"Tom Sühr",
"Samira Samadi",
"Augustin Kelava"
] |
Do Personality Tests Generalize to Large Language Models?
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=yOP4RvPpeK
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Charlotte Nicks",
"Eric Mitchell",
"Rafael Rafailov",
"Archit Sharma",
"Christopher Manning",
"Chelsea Finn",
"Stefano Ermon"
] |
Language Model Detectors Are Easily Optimized Against
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=v1WL01lgp8
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jacob-Junqi Tian",
"D. Emerson",
"Deval Pandya",
"Laleh Seyyed-Kalantari",
"Faiza Khattak"
] |
Efficient Evaluation of Bias in Large Language Models through Prompt Tuning
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=tko8Ln5roY
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nicky Pochinkov",
"Nandi Schoots"
] |
Dissecting Large Language Models
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=rOiymxm8tQ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sicheng Zhu",
"Ruiyi Zhang",
"Bang An",
"Gang Wu",
"Joe Barrow",
"Zichao Wang",
"Furong Huang",
"Ani Nenkova",
"Tong Sun"
] |
AutoDAN: Automatic and Interpretable Adversarial Attacks on Large Language Models
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=pJmgsDJXe0
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Carson Ezell",
"Abraham Loeb"
] |
Post-Deployment Regulatory Oversight for General-Purpose Large Language Models
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=m6xyTie61H
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jacob Pfau",
"Alex Infanger",
"Abhay Sheshadri",
"Ayush Panda",
"Julian Michael",
"Curtis Huebner"
] |
Eliciting Language Model Behaviors using Reverse Language Models
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=izC60DLg29
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Messi Lee",
"Jacob Montgomery",
"Calvin Lai"
] |
The Effect of Group Status on the Variability of Group Representations in LLM-generated Text
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=hCZGKGZ802
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Diji Yang",
"Kezhen Chen",
"Jinmeng Rao",
"Xiaoyuan Guo",
"Yawen Zhang",
"Jie Yang",
"Yi Zhang"
] |
Learning Inner Monologue and Its Utilization in Vision-Language Challenges
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=Y6M3uaQwLz
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mengxin Wang"
] |
A Simple Test of Expected Utility Theory with GPT
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=WcGXAxhC81
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wendi Cui",
"Jiaxin Zhang",
"Zhuohang Li",
"Damien Lopez",
"Kamalika Das",
"Bradley Malin",
"Sricharan Kumar"
] |
A Divide-Conquer-Reasoning Approach to Consistency Evaluation and Improvement in Blackbox Large Language Models
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=VMOMKhAm7q
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dongyoung Go",
"Tomasz Korbak",
"Germàn Kruszewski",
"Jos Rozen",
"Marc Dymetman"
] |
Compositional preference models for alignment with scalable oversight
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=V1740FqidS
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yanchen Liu",
"Srishti Gautam",
"Jiaqi Ma",
"Himabindu Lakkaraju"
] |
Investigating the Fairness of Large Language Models for Predictions on Tabular Data
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=R8XHBFJOl5
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nikhil Kandpal",
"Krishna Pillutla",
"Alina Oprea",
"Peter Kairouz",
"Christopher Choquette-Choo",
"Zheng Xu"
] |
User Inference Attacks on LLMs
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=QyRganPqPz
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jacob-Junqi Tian",
"Omkar Dige",
"D. Emerson",
"Faiza Khattak"
] |
Using Chain-of-Thought Prompting for Interpretable Recognition of Social Bias
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=QSPHfgw5fp
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mark Diaz",
"Sunipa Dev",
"Emily Reif",
"Emily Denton",
"Vinodkumar Prabhakaran"
] |
Developing A Conceptual Framework for Analyzing People in Unstructured Data
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=PjSx6xAUOu
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wanru Zhao",
"Yihong Chen"
] |
Breaking Physical and Linguistic Borders: Privacy-Preserving Multilingual Prompt Tuning for Low-Resource Languages
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=HoIEKQhiRs
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ross Gruetzemacher",
"Alan Chan",
"Štěpán Los",
"Kevin Frazier",
"Siméon Campos",
"Matija Franklin",
"James Fox",
"Jose Hernandez-Orallo",
"Christin Manning",
"Philip Tomei",
"Kyle Kilian"
] |
An International Consortium for AI Risk Evaluations
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=FKwtKzglFb
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Da Yu",
"Arturs Backurs",
"Sivakanth Gopi",
"Huseyin Inan",
"Janardhan Kulkarni",
"Zinan Lin",
"Chulin Xie",
"Huishuai Zhang",
"Wanrong Zhang"
] |
Training Private and Efficient Language Models with Synthetic Data from LLMs
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=DRk4bWKr41
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rudolf Laine",
"Alexander Meinke",
"Owain Evans"
] |
Towards a Situational Awareness Benchmark for LLMs
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=AW1T4xxZ6F
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Apoorva Nitsure",
"Youssef Mroueh",
"Mattia Rigotti",
"Kristjan Greenewald",
"Brian Belgodere",
"Mikhail Yurochkin",
"Jiri Navratil",
"Igor Melnyk",
"Jarret Ross"
] |
Risk Assessment and Statistical Significance in the Age of Foundation Models
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=9xhUufywBX
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Meera Desai",
"Abigail Jacobs",
"Dallas Card"
] |
An Archival Perspective on Pretraining Data
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=6mHKQkV8NY
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hannah Kirk",
"Bertie Vidgen",
"Paul Rottger",
"Scott Hale"
] |
The Empty Signifier Problem: Towards Clearer Paradigms for Operationalising "Alignment” in Large Language Models
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=6U1HlBXezs
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Anand Siththaranjan",
"Cassidy Laidlaw",
"Dylan Hadfield-Menell"
] |
Understanding Hidden Context in Preference Learning: Consequences for RLHF
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=4JNa7bg4tn
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Markus Anderljung",
"Everett Smith",
"Joe O'Brien",
"Lisa Soder",
"Benjamin Bucknall",
"Emma Bluemke",
"Jonas Schuett",
"Robert Trager",
"Lacey Strahm",
"Rumman Chowdhury"
] |
Towards Publicly Accountable Frontier LLMs
| null |
|||
Workshop/SoLaR
|
https://openreview.net/forum?id=1kavETZX3Y
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tony Wang",
"Miles Kai",
"Kaivalya Hariharan",
"Nir Shavit"
] |
Forbidden Facts: An Investigation of Competing Objectives in Llama 2
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=zZPICTs5gB
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Adam P. Generale",
"Conlain Kelly",
"Grayson Harrington",
"Andreas Euan Robertson",
"Michael Buzzy",
"Surya Kalidindi"
] |
A Bayesian Approach to Designing Microstructures and Processing Pathways for Tailored Material Properties
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=wug7i3O7y1
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Thorben Prein",
"Elton Pan",
"Tom Doerr",
"Elsa Olivetti",
"Jennifer L.M. Rupp"
] |
MTENCODER: A Multi-task Pretrained Transformer Encoder for Materials Representation Learning
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=waQPqifiuC
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Carmelo Gonzales",
"Kin Long Kelvin Lee",
"Bin Mu",
"Mikhail Galkin",
"Santiago Miret"
] |
Data Efficient Training for Materials Property Prediction Using Active Learning Querying
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=rz7qRZqk9h
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tong Xie",
"Yuwei Wan",
"Ke Lu",
"Wenjie Zhang",
"Chunyu Kit",
"Bram Hoex"
] |
Tokenizer Effect on Functional Material Prediction: Investigating Contextual Word Embeddings for Knowledge Discovery
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=qpQr8px2Pz
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Defne Circi",
"Ghazal Khalighinejad",
"Shruti Badhwar",
"Bhuwan Dhingra",
"L. Brinson"
] |
Retrieval of synthesis parameters of polymer nanocomposites using LLMs
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=qBWcaz5pWd
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Thomas Lu",
"Aarti Singh"
] |
Out of Domain Stress Prediction on a Dataset of Simulated 3D Polycrystalline Microstructures
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=pKmcMaULn1
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xin Yang",
"Renata Sechi",
"Martin Hoffmann Petersen",
"Arghya Bhowmik",
"Heine Anton Hansen"
] |
CURATOR: Autonomous Batch Active-Learning Workflow for Catalysts
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=mlQMqXo083
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Saber Nemati",
"Seyedeh Shaghayegh Rabbanian",
"Hao Wang",
"Leslie Butler",
"Shengmin Guo"
] |
Self-supervised Crack Detection in X-ray Computed Tomography Data of Additive Manufacturing Parts
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=mVttK4r1Zt
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Chen Zhou",
"Prashant Kumar",
"Daniel Escudero",
"Pascal Friederich"
] |
Active learning for excited states dynamics simulations to discover molecular degradation pathways
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=lXHSXyyLhd
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Eduardo Soares",
"Vidushi Sharma",
"Emilio Vital Brazil",
"Renato Cerqueira",
"Young-Hye Na"
] |
Capturing Formulation Design of Battery Electrolytes with Chemical Large Language Model
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=l3K28QS6R6
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Robin Ruff",
"Patrick Reiser",
"Jan Stuehmer",
"Pascal Friederich"
] |
Connectivity Optimized Nested Line Graph Networks for Crystal Structures
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=l167FjdPOv
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mistal",
"Alex Hernández-García",
"Alexandra Volokhova",
"Alexandre AGM Duval",
"Yoshua Bengio",
"Divya Sharma",
"Pierre Luc Carrier",
"Michał Koziarski",
"Victor Schmidt"
] |
Crystal-GFN: sampling materials with desirable properties and constraints
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=kupYlLLGdf
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ritam Majumdar",
"Vishal Sudam Jadhav",
"Anirudh Deodhar",
"Shirish Karande",
"Lovekesh Vig",
"Venkataramana Runkana"
] |
PIHLoRA: Physics-informed hypernetworks for low-ranked adaptation
| null |
|||
Workshop/AI4Mat
|
https://openreview.net/forum?id=kjUylvko18
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kusuri Murakumo",
"Naruki Yoshikawa",
"Kentaro Rikimaru",
"Shogo Nakamura",
"Kairi Furui",
"Takamasa Suzuki",
"Hiroyuki Yamasaki",
"Yuki Nishigaya",
"Yuzo Takagi",
"Masahito Ohue"
] |
LLM Drug Discovery Challenge: A Contest as a Feasibility Study on the Utilization of Large Language Models in Medicinal Chemistry
| null |
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