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Sutton, Charles A.
8 publications
NeurIPS
2023
LambdaBeam: Neural Program Search with Higher-Order Functions and Lambdas
Kensen Shi
,
Hanjun Dai
,
Wen-Ding Li
,
Kevin Ellis
,
Charles A. Sutton
NeurIPS
2023
Training Chain-of-Thought via Latent-Variable Inference
Du Phan
,
Matthew Douglas Hoffman
,
David Dohan
,
Sholto Douglas
,
Tuan Anh Le
,
Aaron Parisi
,
Pavel Sountsov
,
Charles A. Sutton
,
Sharad Vikram
,
Rif A. Saurous
NeurIPS
2021
A Bayesian-Symbolic Approach to Reasoning and Learning in Intuitive Physics
Kai Xu
,
Akash Srivastava
,
Dan Gutfreund
,
Felix Sosa
,
Tomer Ullman
,
Josh Tenenbaum
,
Charles A. Sutton
NeurIPS
2021
Learning Semantic Representations to Verify Hardware Designs
Shobha Vasudevan
,
Wenjie Jiang
,
David Bieber
,
Rishabh Singh
,
Hamid Shojaei
,
C. Richard Ho
,
Charles A. Sutton
NeurIPS
2020
Learning Discrete Energy-Based Models via Auxiliary-Variable Local Exploration
Hanjun Dai
,
Rishabh Singh
,
Bo Dai
,
Charles A. Sutton
,
Dale Schuurmans
NeurIPS
2020
Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks
David Bieber
,
Charles A. Sutton
,
Hugo Larochelle
,
Daniel Tarlow
NeurIPS
2012
Continuous Relaxations for Discrete Hamiltonian Monte Carlo
Yichuan Zhang
,
Zoubin Ghahramani
,
Amos J. Storkey
,
Charles A. Sutton
NeurIPS
2011
Quasi-Newton Methods for Markov Chain Monte Carlo
Yichuan Zhang
,
Charles A. Sutton