Bart Selman
19 papers · 2006–2023 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+12 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer π Renaissance Researcher (5) π Interdisciplinary Bridge π£ Hot Topic Early Bird
π
Conference Polyglot
(4)
πΊοΈ
Taxonomy Completionist
(17)
π£
Hot Topic Early Bird
π
Keyword Trendsetter Combo
(7)
π€
Dynamic Duo
(12)
π
Keyword Champion
π±
Topic Pioneer
π
Trend Setter
ποΈ
Keyword Collector
(56)
π₯
Unstoppable
(8)
π
Conference Pioneer
π
Century Club
(19)
Conferences
NIPS (9)
IJCAI (5)
ICML (4)
AAAI (1)
Top co-authors
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