Publications of Jesse Davis

period 2008 - 2013

Articles in internationally reviewed journals

3 references

• Taghipour, Nima; Fierens, Daan; Davis, Jesse; Blockeel, Hendrik. Lifted variable elimination: Decoupling the operators from the constraint language, The Journal of Artificial Intelligence Research, 2013 (Accepted)

  @article{397538,
    author = "Taghipour, Nima and Fierens, Daan and Davis, Jesse and Blockeel, Hendrik",
    title = "Lifted variable elimination: {D}ecoupling the operators from the constraint language",
    journal = "The Journal of Artificial Intelligence Research",
    year = "2013",
    note = "Accepted",
    url = "https://lirias.kuleuven.be/handle/123456789/397538",
  }
  

• Davis, Jesse; Domingos, Pedro. Deep transfer: A Markov logic approach, AI Magazine, volume 32, issue 1, pages 51-52, 2011

  @article{337561,
    author = "Davis, Jesse and Domingos, Pedro",
    title = "Deep transfer: {A} {M}arkov logic approach",
    journal = "AI Magazine",
    volume = "32",
    number = "1",
    pages = "51--52",
    year = "2011",
    url = "https://lirias.kuleuven.be/handle/123456789/337561",
  }
  

• Burnside, Elizabeth; Davis, Jesse; Chhatwal, Jagpreet; Alagoz, Oguzhan; Lindstrom, Mary; Geller, Berta; Littenberg, Benjamin; Shaffer, Katherine; Kahn, Charles; Page, David. Probabilistic Computer Model Developed from Clinical Data in National Mammography Database Format to Classify Mammographic Findings, Radiology, volume 251, issue 3, pages 663-672, 2009

  @article{295634,
    author = "Burnside, Elizabeth and Davis, Jesse and Chhatwal, Jagpreet and Alagoz, Oguzhan and Lindstrom, Mary and Geller, Berta and Littenberg, Benjamin and Shaffer, Katherine and Kahn, Charles and Page, David",
    title = "Probabilistic {C}omputer {M}odel {D}eveloped from {C}linical {D}ata in {N}ational {M}ammography {D}atabase {F}ormat to {C}lassify {M}ammographic {F}indings",
    journal = "Radiology",
    volume = "251",
    number = "3",
    pages = "663--672",
    year = "2009",
    url = "https://lirias.kuleuven.be/handle/123456789/295634",
  }
  

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

18 references

• Fierens, Daan; Kersting, Kristian; Davis, Jesse; Chen, Jian; Mladenov, Martin. Pairwise Markov logic, Rigguzi, Fabrizio; Zelezny, Filip (eds.), International Conference on Inductive Logic Programming, Dubrovnik, Croatia, 17-19 September 2012, Postproceedings of the 22nd International Conference on Inductive Logic Programming, Springer, 2013 (Accepted)

  @inproceedings{393284,
    author = "Fierens, Daan and Kersting, Kristian and Davis, Jesse and Chen, Jian and Mladenov, Martin",
    title = "Pairwise {M}arkov logic",
    booktitle = "Postproceedings of the 22nd International Conference on Inductive Logic Programming, ",
    editor = "Rigguzi, Fabrizio and Zelezny, Filip",
    publisher = "Springer",
    year = "2013",
    note = "Accepted",
    url = "https://lirias.kuleuven.be/handle/123456789/393284",
  }
  

• 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; 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",
  }
  

• Van Haaren, Jan; Davis, Jesse; Lappenschaar, Martijn; Hommersom, Arjen. Exploring disease interactions using Markov networks, AAAI-13 Workshop on Expanding the Boundaries of Health Informatics Using AI, Bellevue, Washington, USA, 15 July 2013 (Accepted)

  @inproceedings{400315,
    author = "Van Haaren, Jan and Davis, Jesse and Lappenschaar, Martijn and Hommersom, Arjen",
    title = "Exploring disease interactions using {M}arkov networks",
    booktitle = "AAAI-13 Workshop on Expanding the Boundaries of Health Informatics Using AI, Bellevue, Washington, USA, 15 July 2013",
    year = "2013",
    note = "Accepted",
    url = "https://lirias.kuleuven.be/handle/123456789/400315",
  }
  

• Boyd, Kendrick; Santos Costa, Vitor; Davis, Jesse; Page, David. Unachievable region in precision-recall space and its effect on empirical evaluation, International Conference on Machine Learning, Edinburgh, Scotland, June 26th - July 1st, Proceedings of 29th International Conference on Machine Learning, pages 1-9, 2012

  @inproceedings{359607,
    author = "Boyd, Kendrick and Santos Costa, Vitor and Davis, Jesse and Page, David",
    title = "Unachievable region in precision-recall space and its effect on empirical evaluation",
    booktitle = "Proceedings of 29th International Conference on Machine Learning, ",
    pages = "1--9",
    year = "2012",
    url = "https://lirias.kuleuven.be/handle/123456789/359607",
  }
  

• Davis, Jesse; Santos Costa, Vitor; Peissig, Peggy; Caldwell, Michael; Berg, Elizabeth; Page, David. Demand-driven clustering in relational domains for predicting adverse drug events, International Conference on Machine Learning, Edinburgh, Scotland, June 26th - July 1st, Proceedings of 29th International Conference on Machine Learning, pages 1-9, 2012

  @inproceedings{359603,
    author = "Davis, Jesse and Santos Costa, Vitor and Peissig, Peggy and Caldwell, Michael and Berg, Elizabeth and Page, David",
    title = "Demand-driven clustering in relational domains for predicting adverse drug events",
    booktitle = "Proceedings of 29th International Conference on Machine Learning, ",
    pages = "1--9",
    year = "2012",
    url = "https://lirias.kuleuven.be/handle/123456789/359603",
  }
  

• 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",
  }
  

• Ravkic, Irma; Ramon, Jan; Davis, Jesse. Hybrid logical Bayesian networks, International Conference on Inductive Logic Programming (ILP), Dubrovnik, 17-19 September 2012, Late Breaking Papers Proceedings of the 22nd International Conference on Inductive Logic Programming 62-67

  @inproceedings{355159,
    author = "Ravkic, Irma and Ramon, Jan and Davis, Jesse",
    title = "Hybrid logical {B}ayesian networks",
    booktitle = "Late Breaking Papers Proceedings of the 22nd International Conference on Inductive Logic Programming 62-67, ",
    year = "2012",
    url = "https://lirias.kuleuven.be/handle/123456789/355159",
  }
  

• Taghipour, Nima; Davis, Jesse. Generalized counting for lifted variable elimination, International Workshop on Statistical Relational AI (StaRAI-12), Catalina Island, CA, USA, 18 August 2012, Proceedings of the Second International Workshop on Statistical Relational AI (StaRAI)

  @inproceedings{352572,
    author = "Taghipour, Nima and Davis, Jesse",
    title = "Generalized counting for lifted variable elimination",
    booktitle = "Proceedings of the Second International Workshop on Statistical Relational AI (StaRAI), ",
    month = Aug,
    year = "2012",
    url = "https://lirias.kuleuven.be/handle/123456789/352572",
  }
  

• Taghipour, Nima; Fierens, Daan; Davis, Jesse; Blockeel, Hendrik. Lifted variable elimination with arbitrary constraints, International conference on artificial intelligence and statistics (AISTATS), La Palma, Canary Islands, 21-23 April 2012, Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, JMLR Workshop and Conference Proceedings, volume 22, pages 1194-1202, JMLR workshop and conference proceedings

  @inproceedings{335663,
    author = "Taghipour, Nima and Fierens, Daan and Davis, Jesse and Blockeel, Hendrik",
    title = "Lifted variable elimination with arbitrary constraints",
    booktitle = "Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, JMLR Workshop and Conference Proceedings, ",
    publisher = "JMLR workshop and conference proceedings",
    pages = "1194--1202",
    month = Apr,
    year = "2012",
    url = "https://lirias.kuleuven.be/handle/123456789/335663",
  }
  

• 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",
  }
  

• Van Haaren, Jan; Davis, Jesse. Markov network structure learning: A randomized feature generation approach, AAAI Conference on Artificial Intelligence, Toronto, Canada, 22-26 July 2012, Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence

  @inproceedings{345604,
    author = "Van Haaren, Jan and Davis, Jesse",
    title = "Markov network structure learning: {A} randomized feature generation approach",
    booktitle = "Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, ",
    month = Jul,
    year = "2012",
    url = "https://lirias.kuleuven.be/handle/123456789/345604",
  }
  

• Davis, Jesse; Berg, Elizabeth; Page, David; Santos Costa, Vitor; Peissig, Peggy; Caldwell, Michael. Discovering latent structure in clinical databases, NIPS 2011 Workhop: From Statistical Genetics to Predictive Models in Personalized Medicine, Granada, Spain, December 16th, 2011, Proceedings of NIPS 2011 Workshop: From Statistical Genetics to Predictive Models in Personalized Medicine, 8 pages

  @inproceedings{332901,
    author = "Davis, Jesse and Berg, Elizabeth and Page, David and Santos Costa, Vitor and Peissig, Peggy and Caldwell, Michael",
    title = "Discovering latent structure in clinical databases",
    booktitle = "Proceedings of NIPS 2011 Workshop: From Statistical Genetics to Predictive Models in Personalized Medicine, ",
    pages = "8",
    month = Dec,
    year = "2011",
    url = "https://lirias.kuleuven.be/handle/123456789/332901",
  }
  

• 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",
  }
  

• Davis, Jesse; Domingos, Pedro. Bottom-Up Learning of Markov Network Structure, International Conference on Machine Learning, Haifa, Israel, June 21-24, 2010, Proceedings of the 27th International Conference on Machine Learning, pages 271-280, Omnipress

  @inproceedings{295595,
    author = "Davis, Jesse and Domingos, Pedro",
    title = "Bottom-{U}p {L}earning of {M}arkov {N}etwork {S}tructure",
    booktitle = "Proceedings of the 27th International Conference on Machine Learning, ",
    publisher = "Omnipress",
    pages = "271--280",
    month = Jun,
    year = "2010",
    url = "https://lirias.kuleuven.be/handle/123456789/295595",
  }
  

• Lowd, Daniel; Davis, Jesse. Learning Markov network structure with decision trees, IEEE International Conference on Data Mining, Sydney, Australia, December 14-17, 2010, Proceedings of the 10th IEEE International Conference on Data Mining, pages 334-343, IEEE Computer Society

  @inproceedings{295589,
    author = "Lowd, Daniel and Davis, Jesse",
    title = "Learning {M}arkov network structure with decision trees",
    booktitle = "Proceedings of the 10th IEEE International Conference on Data Mining, ",
    publisher = "IEEE Computer Society",
    pages = "334--343",
    month = Dec,
    year = "2010",
    doi = "10.1109/ICDM.2010.128",
    url = "https://lirias.kuleuven.be/handle/123456789/295589",
  }
  

• Schoenmackers, Stefan; Davis, Jesse; Etzioni, Oren; Weld, Daniel. Learning first-order Horn clauses from web text, Empirical Methods on Natural Language Processing, Boston, MA, 9-11 October 2010, Proceedings of the 2010 Conference on Empirical Methods on Natural Language Processing, pages 1088-1098

  @inproceedings{300416,
    author = "Schoenmackers, Stefan and Davis, Jesse and Etzioni, Oren and Weld, Daniel",
    title = "Learning first-order {H}orn clauses from web text",
    booktitle = "Proceedings of the 2010 Conference on Empirical Methods on Natural Language Processing, ",
    pages = "1088--1098",
    month = Oct,
    year = "2010",
    url = "https://lirias.kuleuven.be/handle/123456789/300416",
  }
  

• Davis, Jesse; Domingos, Pedro. Deep Transfer via Second-Order Markov Logic, International Conference on Machine Learning, Montreal, Canada, June 14-18, 2009, Proceedings of the 26th International Conference on Machine Learning, pages 217-224, ACM Press

  @inproceedings{291026,
    author = "Davis, Jesse and Domingos, Pedro",
    title = "Deep {T}ransfer via {S}econd-{O}rder {M}arkov {L}ogic",
    booktitle = "Proceedings of the 26th International Conference on Machine Learning, ",
    publisher = "ACM Press",
    pages = "217--224",
    month = Jun,
    year = "2009",
    url = "https://lirias.kuleuven.be/handle/123456789/291026",
  }
  

Meeting abstracts, presented at international conferences and symposia

6 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",
  }
  

• Taghipour, Nima; Fierens, Daan; Davis, Jesse; Blockeel, Hendrik. Lifted variable elimination with arbitrary constraints, Benelux Conference on Artificial Intelligence (BNAIC), Maastricht, Netherlands, 25-26 October 2012, Proceedings of the 24th Benelux Conference on Artificial Intelligence (BNAIC 2012)

  @unpublished{356734,
    author = "Taghipour, Nima and Fierens, Daan and Davis, Jesse and Blockeel, Hendrik",
    title = "Lifted variable elimination with arbitrary constraints",
    note = "Benelux Conference on Artificial Intelligence (BNAIC), Maastricht, Netherlands, 25-26 October 2012",
    booktitle = "Proceedings of the 24th Benelux Conference on Artificial Intelligence (BNAIC 2012)",
    month = Oct,
    year = "2012",
    url = "https://lirias.kuleuven.be/handle/123456789/356734",
  }
  

• Verbeke, Mathias; Davis, Jesse. A text mining approach as baseline for QA4MRE'12, Conference and Labs of the Evaluation Forum (CLEF), Rome, Italy, 17-20 September 2012

  @unpublished{356434,
    author = "Verbeke, Mathias and Davis, Jesse",
    title = "A text mining approach as baseline for {QA}4{MRE}'12",
    note = "Conference and Labs of the Evaluation Forum (CLEF), Rome, Italy, 17-20 September 2012",
    month = Sep,
    year = "2012",
    url = "https://lirias.kuleuven.be/handle/123456789/356434",
  }
  

• Mertens, Marc; Croonenborghs, Tom; Milisen, Koen; Devriendt, Els; Tournoy, Jos; Davis, Jesse; Vanrumste, Bart. Classification of Electrical Appliances as Tool for Monitoring Activities of Daily Living, Annual IEEE EMBS Benelux Symposium, Leuven and Brussels, Belgium, 1-2 December 2011, Proceedings of the Annual IEEE EMBS Benelux Symposium, page1

  @unpublished{364506,
    author = "Mertens, Marc and Croonenborghs, Tom and Milisen, Koen and Devriendt, Els and Tournoy, Jos and Davis, Jesse and Vanrumste, Bart",
    title = "Classification of {E}lectrical {A}ppliances as {T}ool for {M}onitoring {A}ctivities of {D}aily {L}iving",
    note = "Annual IEEE EMBS Benelux Symposium, Leuven and Brussels, Belgium, 1-2 December 2011",
    booktitle = "Proceedings of the Annual IEEE EMBS Benelux Symposium",
    pages = "1--1",
    month = Dec,
    year = "2011",
    url = "https://lirias.kuleuven.be/handle/123456789/364506",
  }
  

• Mertens, Marc; Debard, Glen; Van den Bergh, Jonas; Goedemé, Toon; Milisen, Koen; Tournoy, Jos; Davis, Jesse; Croonenborghs, Tom; Vanrumste, Bart. Towards automatic monitoring of activities using contactless sensors, Annual Belgian Dutch Conference on Machine learning, The Hague, Netherlands, 20 May 2011, Proceedings of the 20th Annual Belgian Dutch Conference on Machine Learning, pages 121-122

  @unpublished{342959,
    author = "Mertens, Marc and Debard, Glen and Van den Bergh, Jonas and Goedem{\'e}, Toon and Milisen, Koen and Tournoy, Jos and Davis, Jesse and Croonenborghs, Tom and Vanrumste, Bart",
    title = "Towards automatic monitoring of activities using contactless sensors",
    note = "Annual Belgian Dutch Conference on Machine learning, The Hague, Netherlands, 20 May 2011",
    booktitle = "Proceedings of the 20th Annual Belgian Dutch Conference on Machine Learning",
    pages = "121--122",
    month = May,
    year = "2011",
    url = "https://lirias.kuleuven.be/handle/123456789/342959",
  }
  

• 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",
  }
  

Thesis

1 reference

• Taghipour, Nima. Lifted Probabilistic Inference by Variable Elimination , PhD thesis, Informatics Section, Department of Computer Science, Faculty of Engineering Science, March 2013, xvii + 251 pages, isbn: 978-946-018-646-2, Blockeel, Hendrik and Davis, Jesse (supervisors) (Accepted)

  @phdthesis{390775,
    author = "Taghipour, Nima",
    title = "Lifted {P}robabilistic {I}nference by {V}ariable {E}limination ",
    school = "Informatics Section, Department of Computer Science, Faculty of Engineering Science",
    pages = "xvii + 251",
    month = Mar,
    year = "2013",
    note = "Blockeel, Hendrik and Davis, Jesse (supervisors)",
    url = "https://lirias.kuleuven.be/handle/123456789/390775",
  }
  

No publications found for the period 2008-2013 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
• Internal reports
• Translation without scientific introduction
• Scientific popularisation
• Misc.
• External reports

 
Last update local database Sun May 19 2013 0:18 am; It contains 38 publications of Jesse Davis.