Bernd Gutmann

Publication Activity (10 Years)

Years Active: 1995-2015
Publications (10 Years): 1

Top Venues

CoRR

Mach. Learn.

Theory Pract. Log. Program.

Katholieke Universiteit Leuven, Belgium (PHD)

Education History

Katholieke Universiteit Leuven, Belgium

PHD

Publications

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. Theory Pract. Log. Program. 15 (3) (2015)
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 (2013)
Sriraam Natarajan, Tushar Khot, Kristian Kersting, Bernd Gutmann, Jude W. Shavlik
Gradient-based boosting for statistical relational learning: The relational dependency network case. Mach. Learn. 86 (1) (2012)
Daan Fierens, Guy Van den Broeck, Ingo Thon, Bernd Gutmann, Luc De Raedt
Inference in Probabilistic Logic Programs using Weighted CNF's CoRR (2012)
Bernd Gutmann, Ingo Thon, Angelika Kimmig, Maurice Bruynooghe, Luc De Raedt
The Magic of Logical Inference in Probabilistic Programming CoRR (2011)
Daan Fierens, Guy Van den Broeck, Ingo Thon, Bernd Gutmann, Luc De Raedt
Inference in Probabilistic Logic Programs using Weighted CNF's. UAI (2011)
Bernd Gutmann, Ingo Thon, Angelika Kimmig, Maurice Bruynooghe, Luc De Raedt
The magic of logical inference in probabilistic programming. Theory Pract. Log. Program. 11 (4-5) (2011)
Bernd Gutmann, Ingo Thon, Luc De Raedt
Learning the Parameters of Probabilistic Logic Programs from Interpretations. ECML/PKDD (1) (2011)
Ingo Thon, Bernd Gutmann, Guy Van den Broeck
Probabilistic Programming for Planning Problems. Statistical Relational Artificial Intelligence (2010)
Bernd Gutmann, Manfred Jaeger, Luc De Raedt
Extending ProbLog with Continuous Distributions. ILP (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)
Bernd Gutmann, Angelika Kimmig, Kristian Kersting, Luc De Raedt
Parameter Learning in Probabilistic Databases: A Least Squares Approach. ECML/PKDD (1) (2008)
Niels Landwehr, Bernd Gutmann, Ingo Thon, Luc De Raedt, Matthai Philipose
Relational Transformation-based Tagging for Activity Recognition. Fundam. Informaticae 89 (1) (2008)
Bernd Gutmann, Kristian Kersting
TildeCRF: Conditional Random Fields for Logical Sequences. ECML (2006)
Thomas Wolf, Andreas Wicker, Bernd Gutmann, Herbert Weber II
Ein neuer Ansatz zur Lösung der Phasenentfaltungsproblematik. DAGM-Symposium (1996)
Thomas Wolf, Bernd Gutmann, Herbert Weber II
Ein Fuzzy geregeltes optisches Meßsystem zur Messung von 3D-Verformungn. DAGM-Symposium (1995)

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Publication Activity (10 Years)

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Bernd Gutmann