| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Christian Bauckhage, Kristian Kersting, Albrecht Schmidt |
Agriculture's Technological Makeover.  |
IEEE Pervasive Computing  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin Schiegg, Marion Neumann, Kristian Kersting |
Markov Logic Mixtures of Gaussian Processes: Towards Machines Reading Regression Data. |
Journal of Machine Learning Research - Proceedings Track |
2012 |
DBLP BibTeX RDF |
|
| 1 | Martin Mladenov, Babak Ahmadi, Kristian Kersting |
Lifted Linear Programming. |
Journal of Machine Learning Research - Proceedings Track |
2012 |
DBLP BibTeX RDF |
|
| 1 | 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 |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Thurau, Kristian Kersting, Mirwaes Wahabzada, Christian Bauckhage |
Descriptive matrix factorization for sustainability Adopting the principle of opposites. |
Data Min. Knowl. Discov. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Thurau, Kristian Kersting, Mirwaes Wahabzada, Christian Bauckhage |
Convex non-negative matrix factorization for massive datasets. |
Knowl. Inf. Syst. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Hendrik Blockeel, Karsten M. Borgwardt, Luc De Raedt, Pedro Domingos, Kristian Kersting, Xifeng Yan |
Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning. |
Machine Learning |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Albrecht Schmidt, Marc Langheinrich, Kristian Kersting |
Perception beyond the Here and Now. |
IEEE Computer |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Luc De Raedt, Kristian Kersting, Tapani Raiko |
Logical Hidden Markov Models |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Saket Joshi, Kristian Kersting, Roni Khardon |
Decision-theoretic planning with generalized first-order decision diagrams. |
Artif. Intell. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Mirwaes Wahabzada, Kristian Kersting |
Larger Residuals, Less Work: Active Document Scheduling for Latent Dirichlet Allocation. |
ECML/PKDD |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhao Xu, Kristian Kersting |
Multi-task Learning with Task Relations. |
ICDM |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Tushar Khot, Sriraam Natarajan, Kristian Kersting, Jude W. Shavlik |
Learning Markov Logic Networks via Functional Gradient Boosting. |
ICDM |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Babak Ahmadi, Kristian Kersting, Scott Sanner |
Multi-Evidence Lifted Message Passing, with Application to PageRank and the Kalman Filter. |
IJCAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Sriraam Natarajan, Saket Joshi, Prasad Tadepalli, Kristian Kersting, Jude W. Shavlik |
Imitation Learning in Relational Domains: A Functional-Gradient Boosting Approach. |
IJCAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Kristian Kersting |
Invited Talk: Increasing Representational Power and Scaling Inference in Reinforcement Learning. |
EWRL |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Fabian Hadiji, Babak Ahmadi, Kristian Kersting |
Efficient Sequential Clamping for Lifted Message Passing. |
KI |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ahmed Jawad, Kristian Kersting, Natalia V. Andrienko |
Where traffic meets DNA: mobility mining using biological sequence analysis revisited. |
GIS |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Marion Neumann, Babak Ahmadi, Kristian Kersting |
Markov Logic Sets: Towards Lifted Information Retrieval Using PageRank and Label Propagation. |
AAAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Mirwaes Wahabzada, Kristian Kersting, Anja Pilz, Christian Bauckhage |
More influence means less work: fast latent dirichlet allocation by influence scheduling. |
CIKM |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Kristian Kersting, Mirwaes Wahabzada, Christian Thurau, Christian Bauckhage |
Hierarchical Convex NMF for Clustering Massive Data. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
|
| 1 | David W. Aha, Mark S. Boddy, Vadim Bulitko, Artur S. d'Avila Garcez, Prashant Doshi, Stefan Edelkamp, Christopher W. Geib, Piotr J. Gmytrasiewicz, Robert P. Goldman, Pascal Hitzler, Charles L. Isbell, Darsana P. Josyula, Leslie Pack Kaelbling, Kristian Kersting, Maithilee Kunda, Luís C. Lamb, Bhaskara Marthi, Keith McGreggor, Vivi Nastase, Gregory Provan, Anita Raja, Ashwin Ram, Mark O. Riedl, Stuart J. Russell, Ashish Sabharwal, Jan-Georg Smaus, Gita Sukthankar, Karl Tuyls, Ron van der Meyden, Alon Y. Halevy, Lilyana Mihalkova, Sriraam Natarajan |
Reports of the AAAI 2010 Conference Workshops. |
AI Magazine |
2010 |
DBLP BibTeX RDF |
|
| 1 | Scott Sanner, Kristian Kersting |
Symbolic Dynamic Programming. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Novi Quadrianto, Kristian Kersting, Zhao Xu |
Gaussian Process. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Luc De Raedt, Kristian Kersting |
Statistical Relational Learning. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Tobias Lang, Marc Toussaint, Kristian Kersting |
Exploration in Relational Worlds. |
ECML/PKDD |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Sriraam Natarajan, Tushar Khot, Daniel Lowd, Prasad Tadepalli, Kristian Kersting, Jude W. Shavlik |
Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models. |
ECML/PKDD |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Mirwaes Wahabzada, Zhao Xu, Kristian Kersting |
Topic Models Conditioned on Relations. |
ECML/PKDD |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhao Xu, Kristian Kersting, Thorsten Joachims |
Fast Active Exploration for Link-Based Preference Learning Using Gaussian Processes. |
ECML/PKDD |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Saket Joshi, Kristian Kersting, Roni Khardon |
Self-Taught Decision Theoretic Planning with First Order Decision Diagrams. |
ICAPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Jens Behley, Kristian Kersting, Dirk Schulz, Volker Steinhage, Armin B. Cremers |
Learning to hash logistic regression for fast 3D scan point classification. |
IROS |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Sriraam Natarajan, Gautam Kunapuli, Kshitij Judah, Prasad Tadepalli, Kristian Kersting, Jude W. Shavlik |
Multi-Agent Inverse Reinforcement Learning. |
ICMLA |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Novi Quadrianto, Kristian Kersting, Tinne Tuytelaars, Wray L. Buntine |
Beyond 2D-grids: a dependence maximization view on image browsing. |
Multimedia Information Retrieval |
2010 |
DBLP DOI BibTeX RDF |
image layout, multimedia visualization and browsing, image browsing |
| 1 | Ahmed Jawad, Kristian Kersting |
Kernelized map matching. |
GIS |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Sriraam Natarajan, Tushar Khot, Daniel Lowd, Prasad Tadepalli, Kristian Kersting, Jude W. Shavlik |
Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models. |
Statistical Relational Artificial Intelligence |
2010 |
DBLP BibTeX RDF |
|
| 1 | Scott Sanner, Kristian Kersting |
Symbolic Dynamic Programming for First-order POMDPs. |
AAAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Kristian Kersting, Youssef El Massaoudi, Fabian Hadiji, Babak Ahmadi |
Informed Lifting for Message-Passing. |
AAAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Fabian Hadiji, Kristian Kersting, Babak Ahmadi |
Lifted Message Passing for Satisfiability. |
Statistical Relational Artificial Intelligence |
2010 |
DBLP BibTeX RDF |
|
| 1 | Christian Thurau, Kristian Kersting, Christian Bauckhage |
Yes we can: simplex volume maximization for descriptive web-scale matrix factorization. |
CIKM |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Plagemann, Sebastian Mischke, Sam Prentice, Kristian Kersting, Nicholas Roy, Wolfram Burgard |
A Bayesian regression approach to terrain mapping and an application to legged robot locomotion. |
J. Field Robotics |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Kristian Kersting, Zhao Xu |
Learning Preferences with Hidden Common Cause Relations. |
ECML/PKDD |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Marion Neumann, Kristian Kersting, Zhao Xu, Daniel Schulz |
Stacked Gaussian Process Learning. |
ICDM |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Thurau, Kristian Kersting, Christian Bauckhage |
Convex Non-negative Matrix Factorization in the Wild. |
ICDM |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Novi Quadrianto, Kristian Kersting, Mark D. Reid, Tibério S. Caetano, Wray L. Buntine |
Kernel Conditional Quantile Estimation via Reduction Revisited. |
ICDM |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Saket Joshi, Kristian Kersting, Roni Khardon |
Generalized First Order Decision Diagrams for First Order Markov Decision Processes. |
IJCAI |
2009 |
DBLP BibTeX RDF |
|
| 1 | Zhao Xu, Kristian Kersting, Volker Tresp |
Multi-Relational Learning with Gaussian Processes. |
IJCAI |
2009 |
DBLP BibTeX RDF |
|
| 1 | Kristian Kersting, Babak Ahmadi, Sriraam Natarajan |
Counting Belief Propagation. |
UAI |
2009 |
DBLP BibTeX RDF |
|
| 1 | Hannes Schulz, Kristian Kersting, Andreas Karwath |
ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries. |
ILP |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Luc De Raedt, Kristian Kersting, Angelika Kimmig, Kate Revoredo, Hannu Toivonen |
Compressing probabilistic Prolog programs. |
Machine Learning |
2008 |
DBLP DOI BibTeX RDF |
Network mining, Compression, Inductive logic programming, Statistical relational learning, Probabilistic logic, Theory revision, Biological applications |
| 1 | Manfred Jaeger, Lise Getoor, Kristian Kersting |
Preface. |
Ann. Math. Artif. Intell. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Bernd Gutmann, Angelika Kimmig, Kristian Kersting, Luc De Raedt |
Parameter Learning in Probabilistic Databases: A Least Squares Approach. |
ECML/PKDD |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Plagemann, Kristian Kersting, Wolfram Burgard |
Nonstationary Gaussian Process Regression Using Point Estimates of Local Smoothness. |
ECML/PKDD |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Karwath, Kristian Kersting, Niels Landwehr |
Boosting Relational Sequence Alignments. |
ICDM |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Luc De Raedt, Thomas G. Dietterich, Lise Getoor, Kristian Kersting, Stephen Muggleton (eds.) |
Probabilistic, Logical and Relational Learning - A Further Synthesis, 15.04. - 20.04.2007 |
Probabilistic, Logical and Relational Learning - A Further Synthesis |
2008 |
DBLP BibTeX RDF |
|
| 1 | Christian Plagemann, Sebastian Mischke, Sam Prentice, Kristian Kersting, Nicholas Roy, Wolfram Burgard |
Learning predictive terrain models for legged robot locomotion. |
IROS |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Olana Missura, Kristian Kersting, Thomas Gärtner |
Towards Engaging Games. |
LWA |
2008 |
DBLP BibTeX RDF |
|
| 1 | Kristian Kersting, Kurt Driessens |
Non-parametric policy gradients: a unified treatment of propositional and relational domains. |
ICML |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Kristian Kersting |
SRL without Tears: An ILP Perspective. |
ILP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Sriraam Natarajan, Hung Hai Bui, Prasad Tadepalli, Kristian Kersting, Weng-Keen Wong |
Logical Hierarchical Hidden Markov Models for Modeling User Activities. |
ILP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Luc De Raedt, Paolo Frasconi, Kristian Kersting, Stephen Muggleton (eds.) |
Probabilistic Inductive Logic Programming - Theory and Applications |
Probabilistic Inductive Logic Programming |
2008 |
DBLP BibTeX RDF |
|
| 1 | Kristian Kersting, Luc De Raedt, Bernd Gutmann, Andreas Karwath, Niels Landwehr |
Relational Sequence Learning. |
Probabilistic Inductive Logic Programming |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Kristian Kersting, Luc De Raedt |
Basic Principles of Learning Bayesian Logic Programs. |
Probabilistic Inductive Logic Programming |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Luc De Raedt, Kristian Kersting |
Probabilistic Inductive Logic Programming. |
Probabilistic Inductive Logic Programming |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Brian Milch, Luke S. Zettlemoyer, Kristian Kersting, Michael Haimes, Leslie Pack Kaelbling |
Lifted Probabilistic Inference with Counting Formulas. |
AAAI |
2008 |
DBLP BibTeX RDF |
|
| 1 | Zhao Xu, Volker Tresp, Achim Rettinger, Kristian Kersting |
Social Network Mining with Nonparametric Relational Models. |
SNAKDD |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Niels Landwehr, Kristian Kersting, Luc De Raedt |
Integrating Naïve Bayes and FOIL. |
Journal of Machine Learning Research |
2007 |
DBLP BibTeX RDF |
|
| 1 | Luc De Raedt, Thomas G. Dietterich, Lise Getoor, Kristian Kersting, Stephen Muggleton |
07161 Abstracts Collection -- Probabilistic, Logical and Relational Learning - A Further Synthesis. |
Probabilistic, Logical and Relational Learning - A Further Synthesis |
2007 |
DBLP BibTeX RDF |
|
| 1 | Christian Plagemann, Kristian Kersting, Patrick Pfaff, Wolfram Burgard |
Gaussian Beam Processes: A Nonparametric Bayesian Measurement Model for Range Finders. |
Robotics: Science and Systems |
2007 |
DBLP BibTeX RDF |
|
| 1 | Kristian Kersting, Christian Plagemann, Patrick Pfaff, Wolfram Burgard |
Most likely heteroscedastic Gaussian process regression. |
ICML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Paolo Frasconi, Kristian Kersting, Koji Tsuda (eds.) |
Mining and Learning with Graphs, MLG 2007, Firence, Italy, August 1-3, 2007, Proceedings |
MLG |
2007 |
DBLP BibTeX RDF |
|
| 1 | Kristian Kersting |
An inductive logic programming approach to statistical relational learning. |
|
2006 |
RDF |
|
| 1 | Kristian Kersting |
An inductive logic programming approach to statistical relational learning. |
AI Commun. |
2006 |
DBLP BibTeX RDF |
|
| 1 | Kristian Kersting, Luc De Raedt, Tapani Raiko |
Logical Hidden Markov Models. |
J. Artif. Intell. Res. (JAIR) |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexandru Cocora, Kristian Kersting, Christian Plagemann, Wolfram Burgard, Luc De Raedt |
Learning Relational Navigation Policies. |
IROS |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Rudolph Triebel, Kristian Kersting, Wolfram Burgard |
Robust 3D Scan Point Classification using Associative Markov Networks. |
ICRA |
2006 |
DBLP BibTeX RDF |
|
| 1 | Uwe Dick, Kristian Kersting |
Fisher Kernels for Relational Data. |
ECML |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Bernd Gutmann, Kristian Kersting |
TildeCRF: Conditional Random Fields for Logical Sequences. |
ECML |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Luc De Raedt, Kristian Kersting, Angelika Kimmig, Kate Revoredo, Hannu Toivonen |
Revising Probabilistic Prolog Programs. |
ILP |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Karwath, Kristian Kersting |
Relational Sequence Alignments and Logos. |
ILP |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Kristian Kersting |
An Inductive Logic Programming Approach to Statistical Relational Learning |
|
2005 |
RDF |
|
| 1 | Kristian Kersting, Tapani Raiko |
"Say EM" for Selecting Probabilistic Models for Logical Sequences. |
UAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Luc De Raedt, Kristian Kersting, Sunna Torge |
Towards Learning Stochastic Logic Programs from Proof-Banks. |
AAAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Niels Landwehr, Kristian Kersting, Luc De Raedt |
nFOIL: Integrating Naïve Bayes and FOIL. |
AAAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Kristian Kersting, Uwe Dick |
Balios - The Engine for Bayesian Logic Programs. |
PKDD |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Kristian Kersting, Thomas Gärtner |
Fisher Kernels for Logical Sequences. |
ECML |
2004 |
DBLP DOI BibTeX RDF |
Fisher Kernels, Logical Sequences, Hidden Markov Models |
| 1 | Kristian Kersting, Martijn van Otterlo, Luc De Raedt |
Bellman goes relational. |
ICML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Luc De Raedt, Kristian Kersting |
Probabilistic Inductive Logic Programming. |
ALT |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Kristian Kersting, Luc De Raedt |
Logical Markov Decision Programs and the Convergence of Logical TD(lambda). |
ILP |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Luc De Raedt, Kristian Kersting |
Probabilistic logic learning. |
SIGKDD Explorations |
2003 |
DBLP DOI BibTeX RDF |
data mining, machine learning, uncertainty, inductive logic programming, probabilistic reasoning, multi-relational data mining |
| 1 | Kristian Kersting, Tapani Raiko, Stefan Kramer, Luc De Raedt |
Towards Discovering Structural Signatures of Protein Folds Based on Logical Hidden Markov Models. |
Pacific Symposium on Biocomputing |
2003 |
DBLP BibTeX RDF |
|
| 1 | Jörg Fischer, Kristian Kersting |
Scaled CGEM: A Fast Accelerated EM. |
ECML |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Steven Ganzert, Josef Guttmann, Kristian Kersting, Ralf Kuhlen, Christian Putensen, Michael Sydow, Stefan Kramer |
Analysis of respiratory pressure-volume curves in intensive care medicine using inductive machine learning. |
Artificial Intelligence in Medicine |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Kristian Kersting, Niels Landwehr |
Scaled Conjugate Gradients for Maximum Likelihood: An Empirical Comparison with the EM Algorithm. |
Probabilistic Graphical Models |
2002 |
DBLP BibTeX RDF |
|
| 1 | Kristian Kersting, Tapani Raiko, Luc De Raedt |
Logical Hidden Markov Models (Extendes abstract). |
Probabilistic Graphical Models |
2002 |
DBLP BibTeX RDF |
|
| 1 | Kristian Kersting, Luc De Raedt |
Bayesian Logic Programs |
CoRR |
2001 |
DBLP BibTeX RDF |
|
| 1 | Kristian Kersting, Luc De Raedt |
Towards Combining Inductive Logic Programming with Bayesian Networks. |
ILP |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Kristian Kersting, Luc De Raedt |
Adaptive Bayesian Logic Programs. |
ILP |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Kristian Kersting, Luc De Raedt |
Bayesian Logic Programs. |
ILP Work-in-progress reports |
2000 |
DBLP BibTeX RDF |
|
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