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Bart Selman

19 papers · 2006–2023 · 4 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) πŸƒ Academic Marathon (17) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (4) πŸ—ΊοΈ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (7) 🀝 Dynamic Duo (12) πŸ† Keyword Champion 🌱 Topic Pioneer πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (56) πŸ”₯ Unstoppable (8) πŸš€ Conference Pioneer πŸ’Ž Century Club (19)

Conferences

NIPS (9) IJCAI (5) ICML (4) AAAI (1)

Top co-authors

Carla P. Gomes (12) Stefano Ermon (8) Ashish Sabharwal (7) Dieqiao Feng (4) Yexiang Xue (4) Carla Gomes (3) Ronan Le Bras (3) Yuanqi Du (1) Kilian Q. Weinberger (1) Carla (1)

Keywords

probabilistic inference (4) combinatorial optimization (4) graphical model (4) markov chain monte carlo (3) partition function (3) belief propagation (2) message passing (2) xor constraint (2) discrete integration (2) sokoban planning (2) curriculum learning (2) deep reinforcement learning (2) deep neural network (2) variational inference (2) best-first search (1) marginal map (1) policy learning (1) batch normalization (1) boolean satisfiability (1) near-uniform sampling (1)

Papers

Weighted Sampling without Replacement for Deep Top-$k$ Classification ICML 2023
Left Heavy Tails and the Effectiveness of the Policy and Value Networks in DNN-based best-first search for Sokoban Planning NIPS 2022
Cooperative Multi-Agent Fairness and Equivariant Policies AAAI 2022
Solving Hard AI Planning Instances Using Curriculum-Driven Deep Reinforcement Learning IJCAI 2020
A Novel Automated Curriculum Strategy to Solve Hard Sokoban Planning Instances NIPS 2020
Understanding Batch Normalization NIPS 2018
XOR-Sampling for Network Design with Correlated Stochastic Events IJCAI 2017
Solving Marginal MAP Problems with NP Oracles and Parity Constraints NIPS 2016
Variable Elimination in the Fourier Domain ICML 2016
Uncovering Hidden Structure through Parallel Problem Decomposition for the Set Basis Problem: Application to Materials Discovery IJCAI 2015
Low-density Parity Constraints for Hashing-Based Discrete Integration ICML 2014
Crowdsourcing Backdoor Identification for Combinatorial Optimization IJCAI 2013
Taming the Curse of Dimensionality: Discrete Integration by Hashing and Optimization ICML 2013
Embed and Project: Discrete Sampling with Universal Hashing NIPS 2013
Double-Wheel Graphs Are Graceful IJCAI 2013
Density Propagation and Improved Bounds on the Partition Function NIPS 2012
Accelerated Adaptive Markov Chain for Partition Function Computation NIPS 2011
Counting Solution Clusters in Graph Coloring Problems Using Belief Propagation NIPS 2008
Near-Uniform Sampling of Combinatorial Spaces Using XOR Constraints NIPS 2006