Guy Van den Broeck

Best Publications

• On the Tractability of SHAP Explanations

  Guy Van den Broeck;Anton Lykov;Maximilian Schleich;Dan Suciu

  370
  Citations

• Lifted probabilistic inference by first-order knowledge compilation

  Guy Van Den Broeck;Nima Taghipour;Wannes Meert;Jesse Davis

  221
  Citations

• Probabilistic sentential decision diagrams

  Doga Kisa;Guy Van den Broeck;Arthur Choi;Adnan Darwiche

  136
  Citations

• On the Completeness of First-Order Knowledge Compilation for Lifted Probabilistic Inference

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  118
  Citations

• Probabilistic inference in hybrid domains by weighted model integration

  Unknown

  109
  Citations

• Monte-Carlo Tree Search in Poker Using Expected Reward Distributions

  Guy Broeck;Kurt Driessens;Jan Ramon

  102
  Citations

• Skolemization for weighted first-order model counting

  Guy Van den Broeck;Wannes Meert;Adnan Darwiche

  102
  Citations

• Inference in probabilistic logic programs using weighted CNF's

  Daan Fierens;Guy Van den Broeck;Ingo Thon;Bernd Gutmann

  91
  Citations

• Tractability through exchangeability: a new perspective on efficient probabilistic inference

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  84
  Citations

• Learning the Structure of Probabilistic Sentential Decision Diagrams

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  84
  Citations

• DTPROBLOG: a decision-theoretic probabilistic prolog

  Guy Van den Broeck;Ingo Thon;Martijn van Otterlo;Luc De Raedt

  84
  Citations

• Inducing probabilistic relational rules from probabilistic examples

  Luc De Raedt;Anton Dries;Ingo Thon;Guy Van Den Broeck

  83
  Citations

• An algebraic prolog for reasoning about possible worlds

  Angelika Kimmig;Guy Van den Broeck;Luc De Raedt

  79
  Citations

• Lifted Inference and Learning in Statistical Relational Models

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  74
  Citations

• Tractable learning for structured probability spaces: a case study in learning preference distributions

  Arthur Choi;Guy Van Den Broeck;Adnan Darwiche

  69
  Citations

• Symbolic Exact Inference for Discrete Probabilistic Programs

  Steven Holtzen;Todd Millstein;Guy Van den Broeck

  67
  Citations

• Tractable learning for complex probability queries

  Jessa Bekker;Jesse Davis;Arthur Choi;Adnan Darwiche

  65
  Citations

• Hashing-based approximate probabilistic inference in hybrid domains

  Unknown

  62
  Citations

• Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016

  Unknown

  46
  Citations

• Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, USA.

  Unknown

  35
  Citations