Bernd Gutmann

According to our database, Bernd Gutmann authored at least 16 papers between 1995 and 2015.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2015

Inference and learning in probabilistic logic programs using weighted Boolean formulas.

Daan Fierens, Guy Van den Broeck, Joris Renkens, Dimitar Sht. Shterionov, Bernd Gutmann, Ingo Thon, Gerda Janssens, Luc De Raedt

Theory Pract. Log. Program., 2015

2012

Gradient-based boosting for statistical relational learning: The relational dependency network case.

Sriraam Natarajan, Tushar Khot, Kristian Kersting, Bernd Gutmann, Jude W. Shavlik

Mach. Learn., 2012

2011

On Continuous Distributions and Parameter Estimation in Probabilistic Logic Programs (Over continue verdelingen en het schatten van parameters in probabilistische logische programma's).

Bernd Gutmann

PhD thesis, 2011

The magic of logical inference in probabilistic programming.

Bernd Gutmann, Ingo Thon, Angelika Kimmig, Maurice Bruynooghe, Luc De Raedt

Theory Pract. Log. Program., 2011

Inference in Probabilistic Logic Programs using Weighted CNF's.

Daan Fierens, Guy Van den Broeck, Ingo Thon, Bernd Gutmann, Luc De Raedt

Proceedings of the UAI 2011, 2011

Learning the Parameters of Probabilistic Logic Programs from Interpretations.

Bernd Gutmann, Ingo Thon, Luc De Raedt

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

2010

Extending ProbLog with Continuous Distributions.

Bernd Gutmann, Manfred Jaeger, Luc De Raedt

Proceedings of the Inductive Logic Programming - 20th International Conference, 2010

ProbLog Technology for Inference in a Probabilistic First Order Logic.

Maurice Bruynooghe, Theofrastos Mantadelis, Angelika Kimmig, Bernd Gutmann, Joost Vennekens, Gerda Janssens, Luc De Raedt

Proceedings of the ECAI 2010, 2010

Probabilistic Programming for Planning Problems.

Ingo Thon, Bernd Gutmann, Guy Van den Broeck

Proceedings of the Statistical Relational Artificial Intelligence, 2010

Probabilistic Inductive Querying Using ProbLog.

Luc De Raedt, Angelika Kimmig, Bernd Gutmann, Kristian Kersting, Vítor Santos Costa, Hannu Toivonen

Proceedings of the Inductive Databases and Constraint-Based Data Mining., 2010

2008

Relational Transformation-based Tagging for Activity Recognition.

Niels Landwehr, Bernd Gutmann, Ingo Thon, Luc De Raedt, Matthai Philipose

Fundam. Informaticae, 2008

Parameter Learning in Probabilistic Databases: A Least Squares Approach.

Bernd Gutmann, Angelika Kimmig, Kristian Kersting, Luc De Raedt

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Relational Sequence Learning.

Kristian Kersting, Luc De Raedt, Bernd Gutmann, Andreas Karwath, Niels Landwehr

Proceedings of the Probabilistic Inductive Logic Programming - Theory and Applications, 2008

2006

TildeCRF: Conditional Random Fields for Logical Sequences.

Bernd Gutmann, Kristian Kersting

Proceedings of the Machine Learning: ECML 2006, 2006

1996

Ein neuer Ansatz zur Lösung der Phasenentfaltungsproblematik.

Thomas Wolf, Andreas Wicker, Bernd Gutmann, Herbert Weber II

Proceedings of the Mustererkennung 1996, 1996

1995

Ein Fuzzy geregeltes optisches Meßsystem zur Messung von 3D-Verformungn.

Thomas Wolf, Bernd Gutmann, Herbert Weber II

Proceedings of the Mustererkennung 1995, 1995