Charles A. Sutton
8 papers · 2011–2023 · 1 conference · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (12) π£ Hot Topic Early Bird π Cross-Pollinator (15)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(32)
π
Keyword Champion
ποΈ
Keyword Collector
(51)
π
Trend Setter
Conferences
NIPS (8)
Top co-authors
Keywords
markov chain monte carlo
(2)
graph neural network
(2)
program synthesis
(2)
partition function
(2)
hamiltonian monte carlo
(2)
bayesian inference
(2)
expectation maximization
(1)
chain-of-thought reasoning
(1)
variational inference
(1)
posterior sampling
(1)
bayesian sampling
(1)
probabilistic inference
(1)
hessian approximation
(1)
software engineering
(1)
discrete inference
(1)
continuous relaxation
(1)
semantic representation
(1)
partition function estimation
(1)
gradient-based inference
(1)
representation learning
(1)
Papers
LambdaBeam: Neural Program Search with Higher-Order Functions and Lambdas
NIPS 2023
Training Chain-of-Thought via Latent-Variable Inference
NIPS 2023
A Bayesian-Symbolic Approach to Reasoning and Learning in Intuitive Physics
NIPS 2021
Learning Semantic Representations to Verify Hardware Designs
NIPS 2021
Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks
NIPS 2020
Learning Discrete Energy-based Models via Auxiliary-variable Local Exploration
NIPS 2020
Continuous Relaxations for Discrete Hamiltonian Monte Carlo
NIPS 2012
Quasi-Newton Methods for Markov Chain Monte Carlo
NIPS 2011