Bart Selman
According to our database^{1},
Bart Selman
authored at least 187 papers
between 1988 and 2018.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2012, "For contributions to artificial intelligence with applications to automated reasoning and planning.".
Timeline
Legend:
Book In proceedings Article PhD thesis OtherLinks
Homepages:

at id.loc.gov

at dnb.info

at dl.acm.org
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Bibliography
2018
WatchnPatch: Unsupervised Learning of Actions and Relations.
IEEE Trans. Pattern Anal. Mach. Intell., 2018
Understanding Batch Normalization.
CoRR, 2018
2017
XORSampling for Network Design with Correlated Stochastic Events.
CoRR, 2017
XORSampling for Network Design with Correlated Stochastic Events.
Proceedings of the TwentySixth International Joint Conference on Artificial Intelligence, 2017
2016
Solving Marginal MAP Problems with NP Oracles and Parity Constraints.
CoRR, 2016
WatchnPatch: Unsupervised Learning of Actions and Relations.
CoRR, 2016
Solving Marginal MAP Problems with NP Oracles and Parity Constraints.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
WatchBot: Unsupervised learning for reminding humans of forgotten actions.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016
Variable Elimination in the Fourier Domain.
Proceedings of the 33nd International Conference on Machine Learning, 2016
2015
Variable Elimination in Fourier Domain.
CoRR, 2015
WatchBot: Unsupervised Learning for Reminding Humans of Forgotten Actions.
CoRR, 2015
Letter to the Editor: Research Priorities for Robust and Beneficial Artificial Intelligence: An Open Letter.
AI Magazine, 2015
Uncovering Hidden Structure through Parallel Problem Decomposition for the Set Basis Problem: Application to Materials Discovery.
Proceedings of the TwentyFourth International Joint Conference on Artificial Intelligence, 2015
Uncovering Hidden Structure through Parallel Problem Decomposition for the Set Basis Problem.
Proceedings of the Computational Sustainability, 2015
Pattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery.
Proceedings of the TwentyNinth AAAI Conference on Artificial Intelligence, 2015
2014
Pattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery.
CoRR, 2014
On the Erdos Discrepancy Problem.
CoRR, 2014
Synthesizing manipulation sequences for underspecified tasks using unrolled Markov Random Fields.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014
Lowdensity Parity Constraints for HashingBased Discrete Integration.
Proceedings of the 31th International Conference on Machine Learning, 2014
A Human Computation Framework for Boosting Combinatorial Solvers.
Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014
On the Erdős Discrepancy Problem.
Proceedings of the Principles and Practice of Constraint Programming, 2014
Uncovering Hidden Structure through Parallel Problem Decomposition.
Proceedings of the TwentyEighth AAAI Conference on Artificial Intelligence, 2014
Designing Fast Absorbing Markov Chains.
Proceedings of the TwentyEighth AAAI Conference on Artificial Intelligence, 2014
Challenges in Materials Discovery  Synthetic Generator and Real Datasets.
Proceedings of the TwentyEighth AAAI Conference on Artificial Intelligence, 2014
2013
Learning policies for battery usage optimization in electric vehicles.
Machine Learning, 2013
Taming the Curse of Dimensionality: Discrete Integration by Hashing and Optimization
CoRR, 2013
Algorithm Portfolio Design: Theory vs. Practice
CoRR, 2013
A Bayesian Approach to Tackling Hard Computational Problems
CoRR, 2013
Learning Sequences of Controllers for Complex Manipulation Tasks.
CoRR, 2013
Optimization With Parity Constraints: From Binary Codes to Discrete Integration.
CoRR, 2013
Optimization With Parity Constraints: From Binary Codes to Discrete Integration.
Proceedings of the TwentyNinth Conference on Uncertainty in Artificial Intelligence, 2013
Solutions for Hard and Soft Constraints Using Optimized Probabilistic Satisfiability.
Proceedings of the Theory and Applications of Satisfiability Testing  SAT 2013, 2013
Embed and Project: Discrete Sampling with Universal Hashing.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 58, 2013
DoubleWheel Graphs Are Graceful.
Proceedings of the IJCAI 2013, 2013
Crowdsourcing Backdoor Identification for Combinatorial Optimization.
Proceedings of the IJCAI 2013, 2013
Taming the Curse of Dimensionality: Discrete Integration by Hashing and Optimization.
Proceedings of the 30th International Conference on Machine Learning, 2013
2012
Uniform Solution Sampling Using a Constraint Solver As an Oracle
CoRR, 2012
Survey Propagation Revisited
CoRR, 2012
Understanding Sampling Style Adversarial Search Methods
CoRR, 2012
Playing games against nature: optimal policies for renewable resource allocation
CoRR, 2012
Uniform Solution Sampling Using a Constraint Solver As an Oracle.
Proceedings of the TwentyEighth Conference on Uncertainty in Artificial Intelligence, 2012
SMTAided Combinatorial Materials Discovery.
Proceedings of the Theory and Applications of Satisfiability Testing  SAT 2012, 2012
Learning Policies for Battery Usage Optimization in Electric Vehicles.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012
Density Propagation and Improved Bounds on the Partition Function.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 36, 2012
Unstructured human activity detection from RGBD images.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012
Probabilistic planning with nonlinear utility functions and worstcase guarantees.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
From Streamlined Combinatorial Search to Efficient Constructive Procedures.
Proceedings of the TwentySixth AAAI Conference on Artificial Intelligence, 2012
2011
Human Activity Detection from RGBD Images
CoRR, 2011
Leveraging belief propagation, backtrack search, and statistics for model counting.
Annals OR, 2011
S. Russell, P. Norvig, Artificial Intelligence: A Modern Approach, Third Edition.
Artif. Intell., 2011
Applying UCT to Boolean Satisfiability.
Proceedings of the Theory and Applications of Satisfiability Testing  SAT 2011, 2011
Accelerated Adaptive Markov Chain for Partition Function Computation.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 1214 December 2011, 2011
A Flat Histogram Method for Computing the Density of States of Combinatorial Problems.
Proceedings of the IJCAI 2011, 2011
RiskSensitive Policies for Sustainable Renewable Resource Allocation.
Proceedings of the IJCAI 2011, 2011
A message passing approach to multiagent gaussian inference for dynamic processes.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011
TradeOffs in SamplingBased Adversarial Planning.
Proceedings of the 21st International Conference on Automated Planning and Scheduling, 2011
MonteCarlo Style UCT Search for Boolean Satisfiability.
Proceedings of the AI*IA 2011: Artificial Intelligence Around Man and Beyond, 2011
Human Activity Detection from RGBD Images.
Proceedings of the Plan, Activity, and Intent Recognition, 2011
2010
Special issue on learning and intelligent optimization.
Ann. Math. Artif. Intell., 2010
Understanding Sampling Style Adversarial Search Methods.
Proceedings of the UAI 2010, 2010
Playing games against nature: optimal policies for renewable resource allocation.
Proceedings of the UAI 2010, 2010
An Empirical Study of Optimal Noise and Runtime Distributions in Local Search.
Proceedings of the Theory and Applications of Satisfiability Testing, 2010
Computing the Density of States of Boolean Formulas.
Proceedings of the Principles and Practice of Constraint Programming  CP 2010, 2010
Collaborative multiagent Gaussian inference in a dynamic environment using belief propagation.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010
On Adversarial Search Spaces and SamplingBased Planning.
Proceedings of the 20th International Conference on Automated Planning and Scheduling, 2010
Approximate Inference for Clusters in Solution Spaces.
Proceedings of the Abstraction, 2010
2009
Incomplete Algorithms.
Proceedings of the Handbook of Satisfiability, 2009
Model Counting.
Proceedings of the Handbook of Satisfiability, 2009
Relaxed DPLL Search for MaxSAT.
Proceedings of the Theory and Applications of Satisfiability Testing, 2009
Messagepassing and local heuristics as decimation strategies for satisfiability.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009
Integrating Systematic and Local Search Paradigms: A New Strategy for MaxSAT.
Proceedings of the IJCAI 2009, 2009
2008
Satisfiability Solvers.
Proceedings of the Handbook of Knowledge Representation, 2008
Counting Solution Clusters in Graph Coloring Problems Using Belief Propagation.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Leveraging Belief Propagation, Backtrack Search, and Statistics for Model Counting.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2008
Leveraging Belief Propagation, Backtrack Search, and Statistics for Model Counting.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2008
2007
BayesNash equilibria for mth price auctions with multiple closing times.
SIGecom Exchanges, 2007
Structure and Problem Hardness: Goal Asymmetry and DPLL Proofs in SATBased Planning.
Logical Methods in Computer Science, 2007
The state of SAT.
Discrete Applied Mathematics, 2007
Structure and Problem Hardness: Goal Asymmetry and DPLL Proofs in SATBased Planning
CoRR, 2007
Survey Propagation Revisited.
Proceedings of the UAI 2007, 2007
Sampling and Soundness: Can We Have Both?
Proceedings of the First International Workshop Workshop "New forms of reasoning for the Semantic Web: scalable, 2007
Short XORs for Model Counting: From Theory to Practice.
Proceedings of the Theory and Applications of Satisfiability Testing, 2007
Generating BayesNash Equilibria to Design Autonomous Trading Agents.
Proceedings of the IJCAI 2007, 2007
SAT Encodings of StateSpace Reachability Problems in Numeric Domains.
Proceedings of the IJCAI 2007, 2007
From Sampling to Model Counting.
Proceedings of the IJCAI 2007, 2007
ExOpaque: A Framework to Explain Opaque Machine Learning Models Using Inductive Logic Programming.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007
Optimal MultiAgent Scheduling with Constraint Programming.
Proceedings of the TwentySecond AAAI Conference on Artificial Intelligence, 2007
Counting CSP Solutions Using Generalized XOR Constraints.
Proceedings of the TwentySecond AAAI Conference on Artificial Intelligence, 2007
2006
QBF Modeling: Exploiting Player Symmetry for Simplicity and Efficiency.
Proceedings of the Theory and Applications of Satisfiability Testing, 2006
NearUniform Sampling of Combinatorial Spaces Using XOR Constraints.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Finding Small Unsatisfiable Cores to Prove Unsatisfiability of QBFs.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2006
Integration of Learning and Reasoning Techniques.
Proceedings of the Inductive Logic Programming, 16th International Conference, 2006
Structure and Problem Hardness: Goal Asymmetry and DPLL Proofs in SATBased Planning.
Proceedings of the Sixteenth International Conference on Automated Planning and Scheduling, 2006
Constraint Programming for Distributed Planning and Scheduling.
Proceedings of the Distributed Plan and Schedule Management, 2006
Model Counting: A New Strategy for Obtaining Good Bounds.
Proceedings of the Proceedings, 2006
2005
Regular Random kSAT: Properties of Balanced Formulas.
J. Autom. Reasoning, 2005
Statistical Regimes Across Constrainedness Regions.
Constraints, 2005
Sensor networks and distributed CSP: communication, computation and complexity.
Artif. Intell., 2005
A New Approach to Model Counting.
Proceedings of the Theory and Applications of Satisfiability Testing, 2005
The Achilles' Heel of QBF.
Proceedings of the Proceedings, 2005
Autonomous trading agent design in the presence of tradeoffs.
Proceedings of the 7th International Conference on Electronic Commerce, 2005
2004
From Spin Glasses to Hard Satisfiable Formulas.
Proceedings of the Theory and Applications of Satisfiability Testing, 2004
From Spin Glasses to Hard Satisfiable Formulas.
Proceedings of the SAT 2004, 2004
Algorithmic Adventures at the Interface of Computer Science, Statistical Physics, and Combinatorics.
Proceedings of the Principles and Practice of Constraint Programming, 2004
Statistical Regimes Across Constrainedness Regions.
Proceedings of the Principles and Practice of Constraint Programming, 2004
A Methodology and Equilibria for the Design Tradeoffs of Autonomous Trading Agents.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004
Towards Efficient Sampling: Exploiting Random Walk Strategies.
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004
2003
Natural communities in large linked networks.
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003
Backdoors To Typical Case Complexity.
Proceedings of the IJCAI03, 2003
Sampling Combinatorial Spaces Using Biased Random Walks.
Proceedings of the IJCAI03, 2003
Gridbased SensorDCSP.
Proceedings of the IJCAI03, 2003
Ten Challenges Redux: Recent Progress in Propositional Reasoning and Search.
Proceedings of the Principles and Practice of Constraint Programming, 2003
A principled study of the design tradeoffs for autonomous trading agents.
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003
2002
Accelerating Random Walks.
Proceedings of the Principles and Practice of Constraint Programming, 2002
Dynamic Restart Policies.
Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002
2001
Editorial.
Theor. Comput. Sci., 2001
Preface: Volume 9.
Electronic Notes in Discrete Mathematics, 2001
Balance and Filtering in Structured Satisfiable Problems (Preliminary Report).
Electronic Notes in Discrete Mathematics, 2001
A Bayesian Approach to Tackling Hard Computational Problems (Preliminary Report).
Electronic Notes in Discrete Mathematics, 2001
Algorithm portfolios.
Artif. Intell., 2001
A Bayesian Approach to Tackling Hard Computational Problems.
Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001
Balance and Filtering in Structured Satisfiable Problems.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001
Formal Models of HeavyTailed Behavior in Combinatorial Search.
Proceedings of the Principles and Practice of Constraint Programming, 2001
2000
HeavyTailed Phenomena in Satisfiability and Constraint Satisfaction Problems.
J. Autom. Reasoning, 2000
Hybrid Search Strategies for Heterogeneous Search Spaces.
International Journal on Artificial Intelligence Tools, 2000
Computeintensive methods in artificial intelligence.
Ann. Math. Artif. Intell., 2000
The AIPS98 Planning Competition.
AI Magazine, 2000
Satisfiability Testing: Recent Developments and Challenge Problems.
Proceedings of the 15th Annual IEEE Symposium on Logic in Computer Science, 2000
Learning Declarative Control Rules for ConstraintBAsed Planning.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000
Analysis of Random Noise and Random Walk Algorithms.
Proceedings of the Principles and Practice of Constraint Programming, 2000
Generating Satisfiable Problem Instances.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000
1999
2+pSAT: Relation of typicalcase complexity to the nature of the phase transition.
Random Struct. Algorithms, 1999
Unifying SATbased and Graphbased Planning.
Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999
Search Strategies for Hybrid Search Spaces.
Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence, 1999
On the Fine Structure of Large Search Spaces.
Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence, 1999
Control Knowledge in Planning: Benefits and Tradeoffs.
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999
1998
The Role of DomainSpecific Knowledge in the Planning as Satisfiability Framework.
Proceedings of the Fourth International Conference on Artificial Intelligence Planning Systems, 1998
Randomization in Backtrack Search: Exploiting HeavyTailed Profiles for Solving Hard Scheduling Problems.
Proceedings of the Fourth International Conference on Artificial Intelligence Planning Systems, 1998
Boosting Combinatorial Search Through Randomization.
Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998
1997
Referral Web: Combining Social Networks and Collaborative Filtering.
Commun. ACM, 1997
The Hidden Web.
AI Magazine, 1997
Algorithm Portfolio Design: Theory vs. Practice.
Proceedings of the UAI '97: Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, 1997
Ten Challenges in Propositional Reasoning and Search.
Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997
HeavyTailed Distributions in Combinatorial Search.
Proceedings of the Principles and Practice of Constraint Programming  CP97, Third International Conference, Linz, Austria, October 29, 1997
Evidence for Invariants in Local Search.
Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997
Problem Structure in the Presence of Perturbations.
Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997
1996
Knowledge Compilation and Theory Approximation.
J. ACM, 1996
Computational Challenges in Artificial Intelligence.
ACM Comput. Surv., 1996
Generating Hard Satisfiability Problems.
Artif. Intell., 1996
Support Set Selection for Abductive and Default Reasoning.
Artif. Intell., 1996
Critical Behavior in the Computational Cost of Satisfiability Testing.
Artif. Intell., 1996
Encoding Plans in Propositional Logic.
Proceedings of the Fifth International Conference on Principles of Knowledge Representation and Reasoning (KR'96), 1996
A general stochastic approach to solving problems with hard and soft constraints.
Proceedings of the Satisfiability Problem: Theory and Applications, 1996
Challenge Problems for Artificial Intelligence (Panel Statements).
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996
Agent Amplified Communication.
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996
Pushing the Envelope: Planning, Propositional Logic and Stochastic Search.
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996
1995
Horn Approximations of Empirical Data.
Artif. Intell., 1995
Stochastic Search and Phase Transitions: AI Meets Physics.
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995
The Comparative Linguistics of Knowledge Representation.
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995
Systematic Versus Stochastic Constraint Satisfaction.
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995
Intelligent Agents in Distributed Systems (Panel).
Proceedings of the 15th International Conference on Distributed Computing Systems, Vancouver, British Columbia, Canada, May 30, 1995
1994
BottomUp Design of Software Agents.
Commun. ACM, 1994
NearOptimal Plans, Tractability, and Reactivity.
Proceedings of the 4th International Conference on Principles of Knowledge Representation and Reasoning (KR'94). Bonn, 1994
DomainSpecific Complexity Tradeoffs.
ECAI, 1994
Noise Strategies for Improving Local Search.
Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994
An Experiment in the Design of Software Agents.
Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994
An Empirical Evaluation of Knowledge Compilation by Theory Approximation.
Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994
1993
The Complexity of PathBased Defeasible Inheritance.
Artif. Intell., 1993
DomainIndependent Extensions to GSAT: Solving Large Structured Satisfiability Problems.
Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993
NonSystematic Search Methods for Model Finding.
Proceedings of the Fifth International Conference on Tools with Artificial Intelligence, 1993
Local search strategies for satisfiability testing.
Proceedings of the Cliques, 1993
An Empirical Study of Greedy Local Search for Satisfiability Testing.
Proceedings of the 11th National Conference on Artificial Intelligence. Washington, 1993
Reasoning With Characteristic Models.
Proceedings of the 11th National Conference on Artificial Intelligence. Washington, 1993
1992
Forming Concepts for Fast Inference.
Proceedings of the Foundation of Knowledge Representation and Reasoning [the book grew out of an ECAI92 workshop], 1992
Planning as Satisfiability.
ECAI, 1992
A New Method for Solving Hard Satisfiability Problems.
Proceedings of the 10th National Conference on Artificial Intelligence, 1992
Hard and Easy Distributions of SAT Problems.
Proceedings of the 10th National Conference on Artificial Intelligence, 1992
Forming Concepts for Fast Inference.
Proceedings of the 10th National Conference on Artificial Intelligence, 1992
1991
Hard Problems for Simple Default Logics.
Artif. Intell., 1991
A General Framework for Knowledge Compilation.
Proceedings of the Processing Declarative Knowledge, 1991
Knowledge Compilation using Horn Approximations.
Proceedings of the 9th National Conference on Artificial Intelligence, 1991
1990
ModelPreference Default Theories.
Artif. Intell., 1990
Abductive and Default Reasoning: A Computational Core.
Proceedings of the 8th National Conference on Artificial Intelligence. Boston, Massachusetts, USA, July 29, 1990
1989
Connectionist systems for natural language understanding.
Artif. Intell. Rev., 1989
Hard Problems for Simple Default Logics.
Proceedings of the 1st International Conference on Principles of Knowledge Representation and Reasoning (KR'89). Toronto, 1989
The Tractability of PathBased Inheritance.
Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989
1988
The Complexity of ModelPreference Default Theories.
Proceedings of the NonMonotonic Reasoning, 1988