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Workshop/OPT
https://openreview.net/forum?id=AyzhPfICBX
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Jörg K.H. Franke", "Michael Hefenbrock", "Gregor Koehler", "Frank Hutter" ]
New Horizons in Parameter Regularization: A Constraint Approach
null
Workshop/OPT
https://openreview.net/forum?id=Aw8GuIevIa
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Wenyi Wang", "Louis Kirsch", "Francesco Faccio", "Mingchen Zhuge", "Jürgen Schmidhuber" ]
Continually Adapting Optimizers Improve Meta-Generalization
null
Workshop/OPT
https://openreview.net/forum?id=AtzAqJQpan
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
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
null
Workshop/OPT
https://openreview.net/forum?id=A05nWKTZAL
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Donghyun Oh", "Jinseok Chung", "Namhoon Lee" ]
Pruning Neural Networks with Velocity-Constrained Optimization
null
Workshop/OPT
https://openreview.net/forum?id=9lm3FzJPpY
poster
NeurIPS2023
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
Workshop/OPT
https://openreview.net/forum?id=9LSbN0sHwv
poster
NeurIPS2023
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
null
Workshop/OPT
https://openreview.net/forum?id=7Ie3aoqJg1
poster
NeurIPS2023
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
Workshop/OPT
https://openreview.net/forum?id=6tFGOXyykI
poster
NeurIPS2023
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
Workshop/OPT
https://openreview.net/forum?id=6l7UCftiMx
poster
NeurIPS2023
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
Workshop/OPT
https://openreview.net/forum?id=5yGwzxRVcg
poster
NeurIPS2023
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
Workshop/OPT
https://openreview.net/forum?id=5WNCD8fXUb
poster
NeurIPS2023
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
Workshop/OPT
https://openreview.net/forum?id=5J6SGZk69Y
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Chris Solomou" ]
GUC: Unsupervised non-parametric Global Clustering and Anomaly Detection
null
Workshop/OPT
https://openreview.net/forum?id=5HbXROFu3p
poster
NeurIPS2023
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
Workshop/OPT
https://openreview.net/forum?id=4jEOdGqVC0
poster
NeurIPS2023
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
Workshop/OPT
https://openreview.net/forum?id=271xvdLOMV
poster
NeurIPS2023
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
Workshop/OPT
https://openreview.net/forum?id=0t1sHkPS06
poster
NeurIPS2023
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
Workshop/CRL
https://openreview.net/forum?id=yzKb3uFiir
poster
NeurIPS2023
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
Workshop/CRL
https://openreview.net/forum?id=xOgWq35OH1
poster
NeurIPS2023
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
null
Workshop/CRL
https://openreview.net/forum?id=m9s6rnYWqm
poster
NeurIPS2023
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
null
Workshop/CRL
https://openreview.net/forum?id=kbXmvuk2Mc
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Quanhan Xi", "Sebastian Gonzalez", "Benjamin Bloem-Reddy" ]
Triangular Monotonic Generative Models Can Perform Causal Discovery
null
Workshop/CRL
https://openreview.net/forum?id=gNMANHvjO1
poster
NeurIPS2023
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
null
Workshop/CRL
https://openreview.net/forum?id=fpSpF1Wjek
poster
NeurIPS2023
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
Workshop/CRL
https://openreview.net/forum?id=fkoqMdTlEg
oral
NeurIPS2023
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
Workshop/CRL
https://openreview.net/forum?id=aCiFCj4rEA
poster
NeurIPS2023
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
null
Workshop/CRL
https://openreview.net/forum?id=Zs3C7zytfp
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Amandeep Singh", "Bolong Zheng" ]
Causal Regressions For Unstructured Data
null
Workshop/CRL
https://openreview.net/forum?id=YQt6emXCYR
poster
NeurIPS2023
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
Workshop/CRL
https://openreview.net/forum?id=XwAT4LSaXe
poster
NeurIPS2023
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
Workshop/CRL
https://openreview.net/forum?id=VJjTq7QmRv
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Kwangje Baeg", "Hyeopwoo Lee", "Yeomin Yoon", "Jongmo Kim" ]
Mixup-Based Knowledge Distillation with Causal Intervention for Multi-Task Speech Classification
null
Workshop/CRL
https://openreview.net/forum?id=TIIufkRcYh
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Angelos Nalmpantis", "Phillip Lippe", "Sara Magliacane" ]
Hierarchical Causal Representation Learning
null
Workshop/CRL
https://openreview.net/forum?id=RS3ulfWvbo
poster
NeurIPS2023
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
Workshop/CRL
https://openreview.net/forum?id=O9jfSs82XU
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Dhruva Rajwade", "Atiyeh Ahmadi", "Brian Paul Ingalls" ]
Cells2Vec: Bridging the gap between experiments and simulations using causal representation learning
null
Workshop/CRL
https://openreview.net/forum?id=MytNJ6lXAV
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Burak Varici", "Emre Acartürk", "Karthikeyan Shanmugam", "Ali Tajer" ]
Score-based Causal Representation Learning from Interventions: Nonparametric Identifiability
null
Workshop/CRL
https://openreview.net/forum?id=HAymeESPKo
poster
NeurIPS2023
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
Workshop/CRL
https://openreview.net/forum?id=FNlfCBZ1tD
poster
NeurIPS2023
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
null
Workshop/CRL
https://openreview.net/forum?id=DyitJM9vAE
poster
NeurIPS2023
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
Workshop/CRL
https://openreview.net/forum?id=BQpfwa0NNJ
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Amirhossein Farzam", "Allen Tannenbaum", "Guillermo Sapiro" ]
Curvature and Causal Inference in Network Data
null
Workshop/CRL
https://openreview.net/forum?id=8btzvHmSfU
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Dong Kyu Cho", "Sanghack Lee" ]
Learning to ignore: Single Source Domain Generalization via Oracle Regularization
null
Workshop/CRL
https://openreview.net/forum?id=6vmxURfudf
poster
NeurIPS2023
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
Workshop/CRL
https://openreview.net/forum?id=6YIX9sc7Xt
poster
NeurIPS2023
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
Workshop/CRL
https://openreview.net/forum?id=31aOhyoQRI
poster
NeurIPS2023
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
Workshop/CRL
https://openreview.net/forum?id=0man1UezvH
poster
NeurIPS2023
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
Workshop/MATH-AI
https://openreview.net/forum?id=vibHb75kYq
poster
NeurIPS2023
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
Workshop/MATH-AI
https://openreview.net/forum?id=sSgdyY0YJR
poster
NeurIPS2023
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
Workshop/MATH-AI
https://openreview.net/forum?id=oX1ANuWuIn
poster
NeurIPS2023
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
Workshop/MATH-AI
https://openreview.net/forum?id=itphvM79Fx
poster
NeurIPS2023
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
Workshop/MATH-AI
https://openreview.net/forum?id=gUJLxVpWi2
poster
NeurIPS2023
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
Workshop/MATH-AI
https://openreview.net/forum?id=btQ7Bt1NLF
poster
NeurIPS2023
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
Workshop/MATH-AI
https://openreview.net/forum?id=WWDsbsgyhS
poster
NeurIPS2023
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
https://openreview.net/forum?id=ROOVUBZp8v
poster
NeurIPS2023
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
Workshop/MATH-AI
https://openreview.net/forum?id=RCiRtdERCW
poster
NeurIPS2023
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
Workshop/MATH-AI
https://openreview.net/forum?id=NxHl2SPhyT
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
https://github.com/wu-haoze/lemur-program-verification
[ "Haoze Wu", "Clark Barrett", "Nina Narodytska" ]
Lemur: Integrating Large Language Models in Automated Program Verification
2
Workshop/MATH-AI
https://openreview.net/forum?id=NdSGKZvX3z
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Mustafa Abdool", "Andrew Nam", "James McClelland" ]
Continual Learning and Out of Distribution Generalization in a Systematic Reasoning Task
null
Workshop/MATH-AI
https://openreview.net/forum?id=NYO24rdxLA
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yexiang Xue" ]
Vertical AI-driven Scientific Discovery
null
Workshop/MATH-AI
https://openreview.net/forum?id=HkpnfVmjaR
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Eda Okur", "Saurav Sahay", "Lama Nachman" ]
Spoken Language Understanding Evaluations for Home-Based Basic Math Learning
null
Workshop/MATH-AI
https://openreview.net/forum?id=EUoe9ujR0C
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Simon Frieder", "Martin Trimmel", "Rashid Alawadhi", "Klaus Gy" ]
LLM vs ITP
null
Workshop/MATH-AI
https://openreview.net/forum?id=BENuWCJuTU
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Neha Upadhyay", "Sashank Varma" ]
CNN models' sensitivity to numerosity concepts
null
Workshop/MATH-AI
https://openreview.net/forum?id=8eeIlrtluJ
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Francois Charton" ]
Learning the greatest divisor - Explainable predictions in transformers
null
Workshop/MATH-AI
https://openreview.net/forum?id=1dD5cJCida
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Alberto Alfarano", "Francois Charton", "Amaury Hayat" ]
Discovering Lyapunov functions with transformers
null
Workshop/IMOL
https://openreview.net/forum?id=zN0XIPH1WG
imol@neurips2023
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Onur Celik", "Aleksandar Taranovic", "Gerhard Neumann" ]
Reinforcement Learning of Diverse Skills using Mixture of Deep Experts
null
Workshop/IMOL
https://openreview.net/forum?id=tf8R7qX46e
imol@neurips2023
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Khanh Nguyen", "Ruijie Zheng", "Hal Daumé III", "Furong Huang", "Karthik Narasimhan" ]
Progressively Efficient Communication
null
Workshop/IMOL
https://openreview.net/forum?id=qminWfnGaA
imol@neurips2023
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Chris Doyle", "Sarah Shader", "Michelle Lau", "Megumi Sano", "Daniel Yamins", "Nick Haber" ]
Intrinsically Motivated Social Play in Virtual Infants
null
Workshop/IMOL
https://openreview.net/forum?id=iaib9N3iB8
imol@neurips2023
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Ismael Freire", "Paul Verschure" ]
High-fidelity social learning via shared episodic memories can improve collaborative foraging
null
Workshop/IMOL
https://openreview.net/forum?id=YYndPojV26
imol@neurips2023
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Donsuk Lee", "Samantha Wood", "Justin Wood" ]
Imprinting in autonomous artificial agents using deep reinforcement learning
null
Workshop/IMOL
https://openreview.net/forum?id=WX0vdLEG0q
imol@neurips2023
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Isaac Kauvar", "Chris Doyle", "Nick Haber" ]
Neurobehavior of exploring AI agents
null
Workshop/IMOL
https://openreview.net/forum?id=UawMOafW3f
imol@neurips2023
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Mehdi Zadem", "Sergio Mover", "Sao Mai Nguyen" ]
Emergence of a Symbolic Goal Representation with an Intelligent Tutoring System based on Intrinsic Motivation
null
Workshop/IMOL
https://openreview.net/forum?id=UKb6aHxs1f
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yuqing Du", "Eliza Kosoy", "Alyssa Dayan", "Maria Rufova", "Pieter Abbeel", "Alison Gopnik" ]
What can AI Learn from Human Exploration? Intrinsically-Motivated Humans and Agents in Open-World Exploration
null
Workshop/IMOL
https://openreview.net/forum?id=RoQbZRv1zw
imol@neurips2023
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Stefano Ferraro", "Pietro Mazzaglia", "Tim Verbelen", "Bart Dhoedt" ]
FOCUS: Object-Centric World Models for Robotic Manipulation
null
Workshop/IMOL
https://openreview.net/forum?id=LhbsXSEfGQ
imol@neurips2023
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Eunice Yiu", "Kai Sandbrink", "Alison Gopnik" ]
Children prioritize purely exploratory actions in observe-vs.-bet tasks
null
Workshop/IMOL
https://openreview.net/forum?id=JYHcnyipNG
imol@neurips2023
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Annya Dahmani", "Eunice Yiu", "Tabitha Lee", "Nan Ke", "Oliver Kroemer", "Alison Gopnik" ]
From Child's Play to AI: Insights into Automated Causal Curriculum Learning
null
Workshop/IMOL
https://openreview.net/forum?id=HD18lHluSR
imol@neurips2023
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Jiaxin Ge", "Kaiya Zhao", "Manuel Cortes", "Jovana Kondic", "Shuying Luo", "Michelangelo Naim", "Andrew Ahn", "Guangyu Robert Yang" ]
Enhancing Understanding in Generative Agents through Active Inquiring
null
Workshop/IMOL
https://openreview.net/forum?id=GgzfIBxa18
imol@neurips2023
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Laetitia Teodorescu", "Cédric Colas", "Matthew Bowers", "Thomas Carta", "Pierre-Yves Oudeyer" ]
Codeplay: Autotelic Learning through Collaborative Self-Play in Programming Environments
null
Workshop/IMOL
https://openreview.net/forum?id=DY5RK2ZsPn
imol@neurips2023
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Gal Raz", "Anjie Cao", "Rebecca Saxe", "Michael Frank" ]
Modeling habituation in infants and adults using rational curiosity over perceptual embeddings
null
Workshop/IMOL
https://openreview.net/forum?id=80AIhHwAdw
imol@neurips2023
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Guy Davidson", "Graham Todd", "Todd Gureckis", "Julian Togelius", "Brenden Lake" ]
Generating Human-Like Goals by Synthesizing Reward-Producing Programs
null
Workshop/IMOL
https://openreview.net/forum?id=4gYLottfsf
imol@neurips2023
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
https://github.com/gabegrand/lilo
[ "Gabriel Grand", "Lionel Wong", "Matthew Bowers", "Theo X. Olausson", "Muxin Liu", "Joshua B. Tenenbaum", "Jacob Andreas" ]
Learning Interpretable Libraries by Compressing and Documenting Code
78
Workshop/InfoCog
https://openreview.net/forum?id=vC2lHVahks
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Maya Leshkowitz" ]
An Information-Theoretic Approach to Cognitive Dimension Reduction
null
Workshop/InfoCog
https://openreview.net/forum?id=sE5sFNgVxe
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Nir Weingarten", "Moshe Butman", "Ran Gilad-Bachrach" ]
A Work in Progress: Tighter Bounds on the Information Bottleneck for Deep Learning
null
Workshop/InfoCog
https://openreview.net/forum?id=r2CDuDonZY
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Ron Moshe Hecht", "Gershon Celniker", "Ronit Bustin", "Dan Levi", "Ariel Telpaz", "Omer Tsimhoni", "Ke Liu" ]
Finding Relevant Information in Saliency Related Neural Networks
null
Workshop/InfoCog
https://openreview.net/forum?id=iPdTZGVNkd
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "David Kinney", "Tania Lombrozo" ]
Lossy Compression and the Granularity of Causal Representation
null
Workshop/InfoCog
https://openreview.net/forum?id=hRr0fNqnAP
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Aolin Xu" ]
One if by land, two if by sea, three if by four seas, and more to come: values of perception, prediction, communication, and common sense in decision making
null
Workshop/InfoCog
https://openreview.net/forum?id=fpmnptci7d
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Miles Mahon", "Praveen Venkatesh" ]
Information Flows Reveal Computational Mechanisms of RNNs in Contextual Decision-making
null
Workshop/InfoCog
https://openreview.net/forum?id=euzT4OcP2m
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Dror Freirich", "Nir Weinberger", "Ron Meir" ]
The Distortion-Perception Tradeoff in Finite Channels with Arbitrary Distortion Measures
null
Workshop/InfoCog
https://openreview.net/forum?id=eAE32Quqe7
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Amelia Johnson", "Michael Buice", "Koosha Khalvati" ]
Decision confidence reflects maximum entropy reinforcement learning
null
Workshop/InfoCog
https://openreview.net/forum?id=cFzQdE6DA3
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Ryo Nomura" ]
Optimum Self-Random Number Generation Rate and Its Application to the Rate-Distortion-Perception-Problem
null
Workshop/InfoCog
https://openreview.net/forum?id=UULIa4QFii
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Regev Cohen", "Ehud Rivlin", "Daniel Freedman" ]
The Perception-Uncertainty Tradeoff in Generative Restoration Models
null
Workshop/InfoCog
https://openreview.net/forum?id=Sr2mVydu4r
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Grégoire Sergeant-Perthuis", "Nils Ruet", "David Rudrauf", "Dimitri Ognibene", "Yvain Tisserand" ]
Influence of the geometry of the feature space on curiosity based exploration
null
Workshop/InfoCog
https://openreview.net/forum?id=SosbRhZLBV
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Gaia Carenini", "Louis Bodot", "Luca Bischetti", "Walter Schaeken", "Valentina Bambini" ]
Large Language Models Behave (Almost) As Rational Speech Actors: Insights From Metaphor Understanding
null
Workshop/InfoCog
https://openreview.net/forum?id=SeQG0GCtBh
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Stefan Bucher", "Peter Dayan" ]
Cognitive Information Filters: Algorithmic Choice Architecture for Boundedly Rational Choosers
null
Workshop/InfoCog
https://openreview.net/forum?id=PfdpAPRxf5
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Abdelrahman Sharafeldin", "Nabil Imam", "Hannah Choi" ]
Active Vision with Predictive Coding and Uncertainty Minimization
null
Workshop/InfoCog
https://openreview.net/forum?id=OcHrsQox0Z
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Rubén Moreno-Bote", "Jorge Ramirez-Ruiz" ]
Empowerment, Free Energy Principle and Maximum Occupancy Principle Compared
null
Workshop/InfoCog
https://openreview.net/forum?id=KeWNER68iP
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Rylan Schaeffer", "Berivan Isik", "Victor Lecomte", "Mikail Khona", "Yann LeCun", "Andrey Gromov", "Ravid Shwartz-Ziv", "Sanmi Koyejo" ]
An Information-Theoretic Understanding of Maximum Manifold Capacity Representations
null
Workshop/InfoCog
https://openreview.net/forum?id=9oEXdXmMNr
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Nathaniel Imel", "Richard Futrell", "Michael Franke", "Noga Zaslavsky" ]
Noisy Population Dynamics Lead to Efficiently Compressed Semantic Systems
null
Workshop/InfoCog
https://openreview.net/forum?id=6nszHbR0Qh
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Moein Khajehnejad", "Forough Habibollahi", "Alon Loeffler", "Brett Kagan", "Adeel Razi" ]
On Complex Network Dynamics of an In-Vitro Neuronal System during Rest and Gameplay
null
Workshop/InfoCog
https://openreview.net/forum?id=5uU9TY2oME
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yuqing Du", "Eliza Kosoy", "Alyssa Dayan", "Maria Rufova", "Pieter Abbeel", "Alison Gopnik" ]
What can AI Learn from Human Exploration? Intrinsically-Motivated Humans and Agents in Open-World Exploration
null
Workshop/InfoCog
https://openreview.net/forum?id=52jORfVm1S
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Richard Futrell" ]
Natural Language Systematicity from a Constraint on Excess Entropy
null
Workshop/InfoCog
https://openreview.net/forum?id=4kkYR1kklR
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Christos Kaplanis", "Pedro Mediano", "Fernando Rosas" ]
Learning Causally Emergent Representations
null
Workshop/InfoCog
https://openreview.net/forum?id=20z7qjzqJs
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Jesse St. Amand", "Martin Giese" ]
Variable Selection in GPDMs Using the Information Bottleneck Method
null
Workshop/ALOE
https://openreview.net/forum?id=zhES2B5mdv
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Usman Anwar", "Jia Wan", "David Krueger", "Jakob Nicolaus Foerster" ]
Noisy ZSC: Breaking The Common Knowledge Assumption In Zero-Shot Coordination Games
null
Workshop/ALOE
https://openreview.net/forum?id=zHlQXFPUUy
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Ryan Sullivan" ]
Syllabus: Curriculum Learning Made Easy
null
Workshop/ALOE
https://openreview.net/forum?id=yrsADvEk89
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Manfred Diaz", "Liam Paull", "Andrea Tacchetti" ]
Rethinking Teacher-Student Curriculum Learning under the Cooperative Mechanics of Experience
null
Workshop/ALOE
https://openreview.net/forum?id=uEdE2AJn2D
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Julien Pourcel", "Cédric Colas", "Pierre-Yves Oudeyer", "Laetitia Teodorescu" ]
ACES: generating diverse programming puzzles with autotelic language models and semantic descriptors
null