Bernd Gutmann

Daan Fierens, Guy Van den Broeck, Joris Renkens, Dimitar Sht. Shterionov, Bernd Gutmann, Ingo Thon, Gerda Janssens, Luc De Raedt: Inference and learning in probabilistic logic programs using weighted Boolean formulas. CoRR abs/1304.6810 (2013)

Sriraam Natarajan, Tushar Khot, Kristian Kersting, Bernd Gutmann, Jude W. Shavlik: Gradient-based boosting for statistical relational learning: The relational dependency network case. Machine Learning 86(1): 25-56 (2012)

Daan Fierens, Guy Van den Broeck, Ingo Thon, Bernd Gutmann, Luc De Raedt: Inference in Probabilistic Logic Programs using Weighted CNF's. CoRR abs/1202.3719 (2012)

Bernd Gutmann, Ingo Thon, Angelika Kimmig, Maurice Bruynooghe, Luc De Raedt: The magic of logical inference in probabilistic programming. TPLP 11(4-5): 663-680 (2011)

Bernd Gutmann, Ingo Thon, Luc De Raedt: Learning the Parameters of Probabilistic Logic Programs from Interpretations. ECML/PKDD (1) 2011: 581-596

Daan Fierens, Guy Van den Broeck, Ingo Thon, Bernd Gutmann, Luc De Raedt: Inference in Probabilistic Logic Programs using Weighted CNF's. UAI 2011: 211-220

Bernd Gutmann, Ingo Thon, Angelika Kimmig, Maurice Bruynooghe, Luc De Raedt: The Magic of Logical Inference in Probabilistic Programming. CoRR abs/1107.5152 (2011)

Ingo Thon, Bernd Gutmann, Guy Van den Broeck: Probabilistic Programming for Planning Problems. Statistical Relational Artificial Intelligence 2010

Maurice Bruynooghe, Theofrastos Mantadelis, Angelika Kimmig, Bernd Gutmann, Joost Vennekens, Gerda Janssens, Luc De Raedt: ProbLog Technology for Inference in a Probabilistic First Order Logic. ECAI 2010: 719-724

Bernd Gutmann, Manfred Jaeger, Luc De Raedt: Extending ProbLog with Continuous Distributions. ILP 2010: 76-91

Niels Landwehr, Bernd Gutmann, Ingo Thon, Luc De Raedt, Matthai Philipose: Relational Transformation-based Tagging for Activity Recognition. Fundam. Inform. 89(1): 111-129 (2008)

Kristian Kersting, Luc De Raedt, Bernd Gutmann, Andreas Karwath, Niels Landwehr: Relational Sequence Learning. Probabilistic Inductive Logic Programming 2008: 28-55

Bernd Gutmann, Angelika Kimmig, Kristian Kersting, Luc De Raedt: Parameter Learning in Probabilistic Databases: A Least Squares Approach. ECML/PKDD (1) 2008: 473-488

Bernd Gutmann, Kristian Kersting: TildeCRF: Conditional Random Fields for Logical Sequences. ECML 2006: 174-185

Thomas Wolf II, Andreas Wicker, Bernd Gutmann, Herbert Weber II: Ein neuer Ansatz zur Lösung der Phasenentfaltungsproblematik. DAGM-Symposium 1996: 529-540

Thomas Wolf II, Bernd Gutmann, Herbert Weber II: Ein Fuzzy geregeltes optisches Meßsystem zur Messung von 3D-Verformungn. DAGM-Symposium 1995: 343-354