Publications of Guy Van den Broeck

period 2009 - 2013

Articles in internationally reviewed journals

2 references

• Fierens, Daan; Van den Broeck, Guy; Renkens, Joris; Shterionov, Dimitar; Gutmann, Bernd; Thon, Ingo; Janssens, Gerda; De Raedt, Luc. Inference and learning in probabilistic logic programs using weighted Boolean formulas, Theory and Practice of Logic Programming, 2013 (Accepted)

  @article{392821,
    author = "Fierens, Daan and Van den Broeck, Guy and Renkens, Joris and Shterionov, Dimitar and Gutmann, Bernd and Thon, Ingo and Janssens, Gerda and De Raedt, Luc",
    title = "Inference and learning in probabilistic logic programs using weighted {B}oolean formulas",
    journal = "Theory and Practice of Logic Programming",
    year = "2013",
    note = "Accepted",
    url = "https://lirias.kuleuven.be/handle/123456789/392821",
  }
  

• Renkens, Joris; Van den Broeck, Guy; Nijssen, Siegfried. k-optimal: A novel approximate inference algorithm for ProbLog, Machine Learning, volume 89, issue 3, pages 215-231, 2012

  @article{353833,
    author = "Renkens, Joris and Van den Broeck, Guy and Nijssen, Siegfried",
    title = "k-optimal: {A} novel approximate inference algorithm for {P}rob{L}og",
    journal = "Machine Learning",
    volume = "89",
    number = "3",
    pages = "215--231",
    month = Jul,
    year = "2012",
    doi = "10.1007/s10994-012-5304-9",
    url = "https://lirias.kuleuven.be/handle/123456789/353833",
  }
  

Papers at international conferences and symposia, published in full in proceedings

20 references

• Taghipour, Nima; Fierens, Daan; Van den Broeck, Guy; Davis, Jesse; Blockeel, Hendrik. Completeness results for lifted variable elimination, Carvalho, Carlos M.; Ravikumar, Pradeep (eds.), International Conference on Artificial Intelligence and Statistics (AISTATS), Scottsdale, USA, 29 April - 1 May 2013, Proceedings of the 16th International Conference on Artificial Intelligence and Statistics, JMLR Workshop and Conference Proceedings, volume 31, JMLR Workshop and Conference Proceedings (Accepted)

  @inproceedings{388622,
    author = "Taghipour, Nima and Fierens, Daan and Van den Broeck, Guy and Davis, Jesse and Blockeel, Hendrik",
    title = "Completeness results for lifted variable elimination",
    booktitle = "Proceedings of the 16th International Conference on Artificial Intelligence and Statistics, JMLR Workshop and Conference Proceedings, ",
    editor = "Carvalho, Carlos M. and Ravikumar, Pradeep",
    publisher = "JMLR Workshop and Conference Proceedings",
    month = Apr,
    year = "2013",
    note = "Accepted",
    url = "https://lirias.kuleuven.be/handle/123456789/388622",
  }
  

• Van den Broeck, Guy. On the complexity and approximation of binary evidence for lifted inference, Statistical Relational AI workshop, Bellevue, Washington, USA, 2013 (Accepted)

  @inproceedings{400490,
    author = "Van den Broeck, Guy",
    title = "On the complexity and approximation of binary evidence for lifted inference",
    booktitle = "Statistical Relational AI workshop, Bellevue, Washington, USA",
    month = Jul,
    year = "2013",
    note = "Accepted",
    url = "https://lirias.kuleuven.be/handle/123456789/400490",
  }
  

• Van den Broeck, Guy; Meert, Wannes; Davis, Jesse. Lifted generative parameter learning, Statistical Relational AI (StaRAI) workshop, Bellevue, Washington, USA, 15 July 2013 (Accepted)

  @inproceedings{400487,
    author = "Van den Broeck, Guy and Meert, Wannes and Davis, Jesse",
    title = "Lifted generative parameter learning",
    booktitle = "Statistical Relational AI (StaRAI) workshop, Bellevue, Washington, USA, 15 July 2013",
    month = Jul,
    year = "2013",
    note = "Accepted",
    url = "https://lirias.kuleuven.be/handle/123456789/400487",
  }
  

• Fierens, Daan; Van den Broeck, Guy; Bruynooghe, Maurice; De Raedt, Luc. Constraints for probabilistic logic programming, Roy, Daniel; Mansinghka, Vikash; Goodman, Noah (eds.), NIPS Probabilistic Programming Workshop, Lake Tahoe, USA, 7-8 December 2012, Proceedings of the NIPS Probabilistic Programming Workshop

  @inproceedings{369425,
    author = "Fierens, Daan and Van den Broeck, Guy and Bruynooghe, Maurice and De Raedt, Luc",
    title = "Constraints for probabilistic logic programming",
    booktitle = "Proceedings of the NIPS Probabilistic Programming Workshop, ",
    editor = "Roy, Daniel and Mansinghka, Vikash and Goodman, Noah",
    month = Dec,
    year = "2012",
    url = "https://lirias.kuleuven.be/handle/123456789/369425",
  }
  

• Jaeger, Manfred; Van den Broeck, Guy. Liftability of probabilistic inference: Upper and lower bounds, Statistical relational AI workshop, Catalina Island, USA, 18 August 2012, Proceedings of the 2nd International Workshop on Statistical Relational AI

  @inproceedings{352388,
    author = "Jaeger, Manfred and Van den Broeck, Guy",
    title = "Liftability of probabilistic inference: {U}pper and lower bounds",
    booktitle = "Proceedings of the 2nd International Workshop on Statistical Relational AI, ",
    month = Aug,
    year = "2012",
    url = "https://lirias.kuleuven.be/handle/123456789/352388",
  }
  

• Meert, Wannes; Van den Broeck, Guy; Taghipour, Nima; Fierens, Daan; Blockeel, Hendrik; Davis, Jesse; De Raedt, Luc. Lifted inference for probabilistic programming, Probabilistic Programming Workshop, Lake Tahoe, 7-8 December 2012, Proceedings of the NIPS Probabilistic Programming Workshop

  @inproceedings{369419,
    author = "Meert, Wannes and Van den Broeck, Guy and Taghipour, Nima and Fierens, Daan and Blockeel, Hendrik and Davis, Jesse and De Raedt, Luc",
    title = "Lifted inference for probabilistic programming",
    booktitle = "Proceedings of the NIPS Probabilistic Programming Workshop, ",
    month = Dec,
    year = "2012",
    url = "https://lirias.kuleuven.be/handle/123456789/369419",
  }
  

• Renkens, Joris; Shterionov, Dimitar; Van den Broeck, Guy; Vlasselaer, Jonas; Fierens, Daan; Meert, Wannes; Janssens, Gerda; De Raedt, Luc. ProbLog2: From probabilistic programming to statistical relational learning, Roy, Daniel; Mansinghka, Vikash; Goodman, Noah (eds.), NIPS Probabilistic Programming Workshop, Lake Tahoe, USA, 7-8 December 2012, Proceedings of the NIPS Probabilistic Programming Workshop

  @inproceedings{369427,
    author = "Renkens, Joris and Shterionov, Dimitar and Van den Broeck, Guy and Vlasselaer, Jonas and Fierens, Daan and Meert, Wannes and Janssens, Gerda and De Raedt, Luc",
    title = "Prob{L}og2: {F}rom probabilistic programming to statistical relational learning",
    booktitle = "Proceedings of the NIPS Probabilistic Programming Workshop, ",
    editor = "Roy, Daniel and Mansinghka, Vikash and Goodman, Noah",
    month = Dec,
    year = "2012",
    url = "https://lirias.kuleuven.be/handle/123456789/369427",
  }
  

• Van den Broeck, Guy; Choi, Arthur; Darwiche, Adnan. Lifted relax, compensate and then recover: From approximate to exact lifted probabilistic inference, de Freitas, Nando; Murphy, Kevin (eds.), Conference on Uncertainty in Artificial Intelligence (UAI), Catalina Island, California, USA, 15-17 August 2012, Proceedings of the 28th Conference on Uncertainty in Artificial Intelligence (UAI)

  @inproceedings{351575,
    author = "Van den Broeck, Guy and Choi, Arthur and Darwiche, Adnan",
    title = "Lifted relax, compensate and then recover: {F}rom approximate to exact lifted probabilistic inference",
    booktitle = "Proceedings of the 28th Conference on Uncertainty in Artificial Intelligence (UAI), ",
    editor = "de Freitas, Nando and Murphy, Kevin",
    month = Aug,
    year = "2012",
    url = "https://lirias.kuleuven.be/handle/123456789/351575",
  }
  

• Van den Broeck, Guy; Davis, Jesse. Conditioning in first-order knowledge compilation and lifted probabilistic inference, Hoffmann, Joerg; Selman, Bart (eds.), AAAI Conference on Artificial Intelligence, Toronto, Canada, 22-26 July 2012, Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, pages 1-7, AAAI Press

  @inproceedings{345667,
    author = "Van den Broeck, Guy and Davis, Jesse",
    title = "Conditioning in first-order knowledge compilation and lifted probabilistic inference",
    booktitle = "Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, ",
    editor = "Hoffmann, Joerg and Selman, Bart",
    publisher = "AAAI Press",
    location = "Palo Alto, California, USA",
    pages = "1--7",
    month = Jul,
    year = "2012",
    url = "https://lirias.kuleuven.be/handle/123456789/345667",
  }
  

• Fierens, Daan; Van den Broeck, Guy; Thon, Ingo; Gutmann, Bernd; De Raedt, Luc. Inference in probabilistic logic programs using weighted CNF's, Gagliardi Cozman, Fabio; Pfeffer, Avi (eds.), Conference on Uncertainty in Artificial Intelligence, Barcelona, Spain, 14-17 July 2011, Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence (UAI), pages 211-220

  @inproceedings{310668,
    author = "Fierens, Daan and Van den Broeck, Guy and Thon, Ingo and Gutmann, Bernd and De Raedt, Luc",
    title = "Inference in probabilistic logic programs using weighted {CNF}'s",
    booktitle = "Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence (UAI), ",
    editor = "Gagliardi Cozman, Fabio and Pfeffer, Avi",
    pages = "211--220",
    month = Jul,
    year = "2011",
    url = "https://lirias.kuleuven.be/handle/123456789/310668",
  }
  

• Kimmig, Angelika; Van den Broeck, Guy; De Raedt, Luc. An algebraic Prolog for reasoning about possible worlds, Burgard, Wolfram; Roth, Dan (eds.), AAAI Conference on Artificial Intelligence, San Francisco, California, US, 7-11 August 2011, Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, pages 209-214, AAAI Press

  @inproceedings{307221,
    author = "Kimmig, Angelika and Van den Broeck, Guy and De Raedt, Luc",
    title = "An algebraic {P}rolog for reasoning about possible worlds",
    booktitle = "Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, ",
    editor = "Burgard, Wolfram and Roth, Dan",
    publisher = "AAAI Press",
    pages = "209--214",
    year = "2011",
    url = "https://lirias.kuleuven.be/handle/123456789/307221",
  }
  

• Nitti, Davide; Van den Broeck, Guy; De Raedt, Luc. Probabilistic logic in dynamic domains: Particle filter with distributional clauses, International Conference on Inductive Logic Programming (ILP), Cumberland Lodge, Windsor Great Park, United Kingdom, 31 July - 3 August 2011, Preliminary Papers ILP 2011, pages 1-6

  @inproceedings{316305,
    author = "Nitti, Davide and Van den Broeck, Guy and De Raedt, Luc",
    title = "Probabilistic logic in dynamic domains: {P}article filter with distributional clauses",
    booktitle = "Preliminary Papers ILP 2011, ",
    pages = "1--6",
    month = Jul,
    year = "2011",
    url = "https://lirias.kuleuven.be/handle/123456789/316305",
  }
  

• Renkens, Joris; Van den Broeck, Guy; Nijssen, Siegfried. k-Optimal: A novel approximate inference algorithm for ProbLog, International Conference on Inductive Logic Programming (ILP), Cumberland Lodge, Windsor Great Park, United Kingdom, 31 July - 3 August 2011, Preliminary Papers ILP 2011, pages 1-6

  @inproceedings{316331,
    author = "Renkens, Joris and Van den Broeck, Guy and Nijssen, Siegfried",
    title = "k-{O}ptimal: {A} novel approximate inference algorithm for {P}rob{L}og",
    booktitle = "Preliminary Papers ILP 2011, ",
    pages = "1--6",
    month = Jul,
    year = "2011",
    url = "https://lirias.kuleuven.be/handle/123456789/316331",
  }
  

• Van den Broeck, Guy. On the completeness of first-order knowledge compilation for lifted probabilistic inference, Annual Conference on Neural Information Processing Systems (NIPS), Granada, Spain, 13-15 December 2011, Advances in Neural Information Processing Systems 24, pages 1386-1394

  @inproceedings{316338,
    author = "Van den Broeck, Guy",
    title = "On the completeness of first-order knowledge compilation for lifted probabilistic inference",
    booktitle = "Advances in Neural Information Processing Systems 24, ",
    pages = "1386--1394",
    month = Dec,
    year = "2011",
    url = "https://lirias.kuleuven.be/handle/123456789/316338",
  }
  

• Van den Broeck, Guy; Driessens, Kurt. Automatic discretization of actions and states in Monte-Carlo tree search, Croonenborghs, Tom; Driessens, Kurt; Missura, Olana (eds.), International Workshop on Machine Learning and Data Mining in and around Games (DMLG), Athens, Greece, 9 September 2011, Proceedings of the ECML/PKDD 2011 Workshop on Machine Learning and Data Mining in and around Games, pages 1-12

  @inproceedings{315083,
    author = "Van den Broeck, Guy and Driessens, Kurt",
    title = "Automatic discretization of actions and states in {M}onte-{C}arlo tree search",
    booktitle = "Proceedings of the ECML/PKDD 2011 Workshop on Machine Learning and Data Mining in and around Games, ",
    editor = "Croonenborghs, Tom and Driessens, Kurt and Missura, Olana",
    pages = "1--12",
    month = Sep,
    year = "2011",
    url = "https://lirias.kuleuven.be/handle/123456789/315083",
  }
  

• Van den Broeck, Guy; Taghipour, Nima; Meert, Wannes; Davis, Jesse; De Raedt, Luc. Lifted probabilistic inference by first-order knowledge compilation, Walsh, Toby (ed.), International Joint Conference on Artificial Intelligence (IJCAI), Barcelona, Spain, 16-22 July 2011, Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, pages 2178-2185, AAAI Press/International Joint Conferences on Artificial Intelligence

  @inproceedings{308265,
    author = "Van den Broeck, Guy and Taghipour, Nima and Meert, Wannes and Davis, Jesse and De Raedt, Luc",
    title = "Lifted probabilistic inference by first-order knowledge compilation",
    booktitle = "Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, ",
    editor = "Walsh, Toby",
    publisher = "AAAI Press/International Joint Conferences on Artificial Intelligence",
    location = "Menlo Park, California",
    pages = "2178--2185",
    month = Jul,
    year = "2011",
    url = "https://lirias.kuleuven.be/handle/123456789/308265",
  }
  

• Van Haaren, Jan; Van den Broeck, Guy. Relational learning for football-related predictions, International Conference on Inductive Logic Programming (ILP), Windsor Great Park, United Kingdom, 31st July - 3rd August, 2011, Latest Advances in Inductive Logic Programming

  @inproceedings{315399,
    author = "Van Haaren, Jan and Van den Broeck, Guy",
    title = "Relational learning for football-related predictions",
    booktitle = "Latest Advances in Inductive Logic Programming, ",
    month = Jul,
    year = "2011",
    url = "https://lirias.kuleuven.be/handle/123456789/315399",
  }
  

• Van den Broeck, Guy; Thon, Ingo; van Otterlo, Martijn; De Raedt, Luc. DTProbLog: A decision-theoretic probabilistic Prolog, Fox, Maria; Poole, David (eds.), AAAI Conference on Artificial Intelligence, Atlanta, Georgia, USA, 11-15 July 2010, Proceedings of the Twenty-fourth AAAI Conference on Artificial Intelligence, pages 1217-1222, AAAI Press

  @inproceedings{270066,
    author = "Van den Broeck, Guy and Thon, Ingo and van Otterlo, Martijn and De Raedt, Luc",
    title = "{DTP}rob{L}og: {A} decision-theoretic probabilistic {P}rolog",
    booktitle = "Proceedings of the Twenty-fourth AAAI Conference on Artificial Intelligence, ",
    editor = "Fox, Maria and Poole, David",
    publisher = "AAAI Press",
    location = "Menlo Park, California",
    pages = "1217--1222",
    month = Jul,
    year = "2010",
    url = "https://lirias.kuleuven.be/handle/123456789/270066",
  }
  

• Bruynooghe, Maurice; De Cat, Broes; Drijkoningen, Jochen; Fierens, Daan; Goos, Jan; Gutmann, Bernd; Kimmig, Angelika; Labeeuw, Wouter; Langenaken, Steven; Landwehr, Niels; Meert, Wannes; Nuyts, Ewoud; Pellegrims, Robin; Rymenants, Roel; Segers, Stefan; Thon, Ingo; Van Eyck, Jelle; Van den Broeck, Guy; Vangansewinkel, Tine; Van Hove, Lucie; Vennekens, Joost; Weytjens, Timmy; De Raedt, Luc. An exercise with statistical relational learning systems, Domingos, Pedro; Kersting, Kristian (eds.), International Workshop on Statistical Relational Learning, Leuven, Belgium, 2-4 July 2009

  @inproceedings{230569,
    author = "Bruynooghe, Maurice and De Cat, Broes and Drijkoningen, Jochen and Fierens, Daan and Goos, Jan and Gutmann, Bernd and Kimmig, Angelika and Labeeuw, Wouter and Langenaken, Steven and Landwehr, Niels and Meert, Wannes and Nuyts, Ewoud and Pellegrims, Robin and Rymenants, Roel and Segers, Stefan and Thon, Ingo and Van Eyck, Jelle and Van den Broeck, Guy and Vangansewinkel, Tine and Van Hove, Lucie and Vennekens, Joost and Weytjens, Timmy and De Raedt, Luc",
    title = "An exercise with statistical relational learning systems",
    booktitle = "International Workshop on Statistical Relational Learning, Leuven, Belgium, 2-4 July 2009",
    editor = "Domingos, Pedro and Kersting, Kristian",
    month = Jul,
    year = "2009",
    url = "https://lirias.kuleuven.be/handle/123456789/230569",
  }
  

• Van den Broeck, Guy; Driessens, Kurt; Ramon, Jan. Monte-Carlo tree search in poker using expected reward distributions, Asian Conference on Machine Learning (ACML), Nanjing, China, 2-4 November 2009, Lecture Notes in Computer Science, volume 5828, pages 367-381, Springer

  @inproceedings{245774,
    author = "Van den Broeck, Guy and Driessens, Kurt and Ramon, Jan",
    title = "Monte-{C}arlo tree search in poker using expected reward distributions",
    booktitle = "Lecture Notes in Computer Science, ",
    publisher = "Springer",
    pages = "367--381",
    month = Nov,
    year = "2009",
    doi = "10.1007/978-3-642-05224-8",
    url = "https://lirias.kuleuven.be/handle/123456789/245774",
  }
  

Meeting abstracts, presented at international conferences and symposia

7 references

• Blockeel, Hendrik; Davis, Jesse; De Raedt, Luc; Fierens, Daan; Meert, Wannes; Taghipour, Nima; Van den Broeck, Guy. Recent advances in lifted inference at Leuven, Spring Workshop on Mining and Learning, Bad Neuenahr, Germany, 18-20 April 2012

  @unpublished{346058,
    author = "Blockeel, Hendrik and Davis, Jesse and De Raedt, Luc and Fierens, Daan and Meert, Wannes and Taghipour, Nima and Van den Broeck, Guy",
    title = "Recent advances in lifted inference at {L}euven",
    note = "Spring Workshop on Mining and Learning, Bad Neuenahr, Germany, 18-20 April 2012",
    month = Apr,
    year = "2012",
    url = "https://lirias.kuleuven.be/handle/123456789/346058",
  }
  

• Renkens, Joris; Van den Broeck, Guy; Nijssen, Siegfried. k -Optimal: A novel approximate inference algorithm for ProbLog, UIterwijk, Jos W.H.M.; Roos, Nico; Winands, Mark H.M (eds.), Benelux conference on artificial intelligence, Maastricht, 25-26 October 2012, Proceedings of BNAIC, issue 24, pages 317-318

  @unpublished{392847,
    author = "Renkens, Joris and Van den Broeck, Guy and Nijssen, Siegfried",
    title = "k -{O}ptimal: {A} novel approximate inference algorithm for {P}rob{L}og",
    note = "Benelux conference on artificial intelligence, Maastricht, 25-26 October 2012",
    booktitle = "Proceedings of BNAIC",
    editor = "UIterwijk, Jos W.H.M. and Roos, Nico and Winands, Mark H.M.",
    number = "24",
    pages = "317--318",
    year = "2012",
    url = "https://lirias.kuleuven.be/handle/123456789/392847",
  }
  

• Van Haaren, Jan; Van den Broeck, Guy. Relational learning for football-related predictions, BeneLearn, Gent, Belgium, 24-25 May 2012, Proceedings of the 21st Belgian-Dutch Conference on Machine Learning, 85 pages

  @unpublished{345606,
    author = "Van Haaren, Jan and Van den Broeck, Guy",
    title = "Relational learning for football-related predictions",
    note = "BeneLearn, Gent, Belgium, 24-25 May 2012",
    booktitle = "Proceedings of the 21st Belgian-Dutch Conference on Machine Learning",
    pages = "85",
    month = May,
    year = "2012",
    url = "https://lirias.kuleuven.be/handle/123456789/345606",
  }
  

• Van den Broeck, Guy. Monte-Carlo tree search for multi-player, no-limit Texas hold’em poker, SIKS Symposium on Strategic Decision-Making in Complex Games, Maastricht, the Netherlands, 15 June 2011

  @unpublished{317976,
    author = "Van den Broeck, Guy",
    title = "Monte-{C}arlo tree search for multi-player, no-limit {T}exas hold’em poker",
    note = "SIKS Symposium on Strategic Decision-Making in Complex Games, Maastricht, the Netherlands, 15 June 2011",
    month = Jun,
    year = "2011",
    url = "https://lirias.kuleuven.be/handle/123456789/317976",
  }
  

• Van den Broeck, Guy; Taghipour, Nima; Meert, Wannes; Davis, Jesse; De Raedt, Luc. Lifted probabilistic inference by first-order knowledge compilation, IJCAI Tutorial on Lifted Inference in Probabilistic Logical Models, Barcelona, Spain, 18 July 2011

  @unpublished{317055,
    author = "Van den Broeck, Guy and Taghipour, Nima and Meert, Wannes and Davis, Jesse and De Raedt, Luc",
    title = "Lifted probabilistic inference by first-order knowledge compilation",
    note = "IJCAI Tutorial on Lifted Inference in Probabilistic Logical Models, Barcelona, Spain, 18 July 2011",
    month = Jul,
    year = "2011",
    url = "https://lirias.kuleuven.be/handle/123456789/317055",
  }
  

• Thon, Ingo; Gutmann, Bernd; Van den Broeck, Guy. Probabilistic programming for planning problems, Kersting, Kristian; Russell, Stuart; Pack Kaelbling, Leslie; Halevy, Alon; Natarajan, Sriraam; Mihalkova, Lilyana (eds.), Statistical Relational AI workshop, Atlanta, USA, 12. July 2010

  @unpublished{270229,
    author = "Thon, Ingo and Gutmann, Bernd and Van den Broeck, Guy",
    title = "Probabilistic programming for planning problems",
    note = "Statistical Relational AI  workshop, Atlanta, USA, 12. July 2010",
    editor = "Kersting, Kristian and Russell, Stuart and Pack Kaelbling, Leslie and Halevy, Alon and Natarajan, Sriraam and Mihalkova, Lilyana",
    month = Jul,
    year = "2010",
    url = "https://lirias.kuleuven.be/handle/123456789/270229",
  }
  

• Van den Broeck, Guy; Driessens, Kurt; Ramon, Jan. Monte-Carlo tree search in poker using expected reward distributions, Calders, Toon; Tuyls, Karl; Pechenizkiy, Mykola (eds.), Benelux Conference on Artificial Intelligence (BNAIC), Eindhoven, the Netherlands, 29-30 October 2009, Proceedings of the 21st Benelux Conference on Artificial Intelligence

  @unpublished{250970,
    author = "Van den Broeck, Guy and Driessens, Kurt and Ramon, Jan",
    title = "Monte-{C}arlo tree search in poker using expected reward distributions",
    note = "Benelux Conference on Artificial Intelligence (BNAIC), Eindhoven, the Netherlands, 29-30 October 2009",
    booktitle = "Proceedings of the 21st Benelux Conference on Artificial Intelligence",
    editor = "Calders, Toon and Tuyls, Karl and Pechenizkiy, Mykola",
    month = Oct,
    year = "2009",
    url = "https://lirias.kuleuven.be/handle/123456789/250970",
  }
  

Thesis

1 reference

• Van den Broeck, Guy. Lifted Inference and Learning in Statistical Relational Models , PhD thesis, Informatics Section, Department of Computer Science, Faculty of Engineering Science, January 2013, xx + 264 pages, isbn: 978-908-649-590-0, De Raedt, Luc (supervisor)

  @phdthesis{373041,
    author = "Van den Broeck, Guy",
    title = "Lifted {I}nference and {L}earning in {S}tatistical {R}elational {M}odels ",
    school = "Informatics Section, Department of Computer Science, Faculty of Engineering Science",
    pages = "xx + 264",
    month = Jan,
    year = "2013",
    note = "De Raedt, Luc (supervisor)",
    url = "https://lirias.kuleuven.be/handle/123456789/373041",
  }
  

Internal reports

1 reference

• Fierens, Daan; Van den Broeck, Guy; Thon, Ingo; Gutmann, Bernd; De Raedt, Luc. Inference in probabilistic logic programs using weighted CNF's, CW Reports, volume CW607, 14 pages, Department of Computer Science, K.U.Leuven, Leuven, Belgium, June 2011

  @techreport{311251,
    author = "Fierens, Daan and Van den Broeck, Guy and Thon, Ingo and Gutmann, Bernd and De Raedt, Luc",
    title = "Inference in probabilistic logic programs using weighted {CNF}'s",
    institution = "Department of Computer Science, K.U.Leuven",
    location = "Leuven, Belgium",
    type = "CW Reports",
    number = "CW607",
    month = Jun,
    year = "2011",
    url = "https://lirias.kuleuven.be/handle/123456789/311251",
  }
  

Misc.

2 references

• Kimmig, Angelika; Gutmann, Bernd; Mantadelis, Theofrastos; Van den Broeck, Guy; Santos Costa, Vitor; Janssens, Gerda; De Raedt, Luc. ProbLog, ALP Newsletter, 3 pages, June 2011

  @misc{311832,
    author = "Kimmig, Angelika and Gutmann, Bernd and Mantadelis, Theofrastos and Van den Broeck, Guy and Santos Costa, Vitor and Janssens, Gerda and De Raedt, Luc",
    title = "Prob{L}og",
    journal = "ALP Newsletter",
    publisher = "Association for Logic Programming",
    pages = "3",
    month = Jun,
    year = "2011",
    url = "https://lirias.kuleuven.be/handle/123456789/311832",
  }
  

• Van den Broeck, Guy. Probabilistic programming in Scala, BeScala Meet-up, 13 September 2011

  @misc{317054,
    author = "Van den Broeck, Guy",
    title = "Probabilistic programming in {S}cala",
    note = "BeScala Meet-up, 13 September 2011",
    month = Sep,
    year = "2011",
    url = "https://lirias.kuleuven.be/handle/123456789/317054",
  }
  

No publications found for the period 2009-2013 and the types

• Articles in other journals
• Books, internationally recognised scientific publisher; as author
• Other published books; as author
• Books, internationally recognised scientific publisher; as editor
• Other published books; as editor
• Article in book, internationally recognised scientific publisher
• Article in other published book
• Papers at other conferences and symposia, published in full in proceedings
• Meeting abstracts, presented at other conferences and symposia
• Review
• Translation without scientific introduction
• Scientific popularisation
• External reports

 
Last update local database Sun May 19 2013 0:18 am; It contains 33 publications of Guy Van den Broeck.