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Charles A. Sutton

8 papers · 2011–2023 · 1 conference · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸƒ Academic Marathon (12) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (32) πŸ† Keyword Champion πŸ—ƒοΈ Keyword Collector (51) πŸ“ˆ Trend Setter

Conferences

NIPS (8)

Top co-authors

Rishabh Singh (2) Hanjun Dai (2) David Bieber (2) Yichuan Zhang (2) Wenjie (Joe) Jiang (1) Sharad Vikram (1) Kai Xu (1) Hugo Larochelle (1) Kensen Shi (1) Bo Dai (1)

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