 | 2012 |
| 27 |  | Dominik Janzing,
Joris M. Mooij,
Kun Zhang,
Jan Lemeire,
Jakob Zscheischler,
Povilas Daniusis,
Bastian Steudel,
Bernhard Schölkopf:
Information-geometric approach to inferring causal directions.
Artif. Intell. 182-183: 1-31 (2012) |
| 26 |  | Jonas Peters,
Joris M. Mooij,
Dominik Janzing,
Bernhard Schölkopf:
Identifiability of Causal Graphs using Functional Models
CoRR abs/1202.3757: (2012) |
| 25 |  | Povilas Daniusis,
Dominik Janzing,
Joris M. Mooij,
Jakob Zscheischler,
Bastian Steudel,
Kun Zhang,
Bernhard Schölkopf:
Inferring deterministic causal relations
CoRR abs/1203.3475: (2012) |
| 24 |  | Dominik Janzing,
Jonas Peters,
Joris M. Mooij,
Bernhard Schölkopf:
Identifying confounders using additive noise models
CoRR abs/1205.2640: (2012) |
| 2011 |
| 23 |  | John A. Quinn,
Joris M. Mooij,
Tom Heskes,
Michael Biehl:
Learning of causal relations.
ESANN 2011 |
| 22 |  | Oliver Stegle,
Christoph Lippert,
Joris M. Mooij,
Neil D. Lawrence,
Karsten M. Borgwardt:
Efficient inference in matrix-variate Gaussian models with \iid observation noise.
NIPS 2011: 630-638 |
| 21 |  | Joris M. Mooij,
Dominik Janzing,
Tom Heskes,
Bernhard Schölkopf:
On Causal Discovery with Cyclic Additive Noise Models.
NIPS 2011: 639-647 |
| 20 |  | Jonas Peters,
Joris M. Mooij,
Dominik Janzing,
Bernhard Schölkopf:
Identifiability of Causal Graphs using Functional Models.
UAI 2011: 589-598 |
| 19 |  | Suzanna Martens,
Joris M. Mooij,
N. Jeremy Hill,
Jason Farquhar,
Bernhard Schölkopf:
A Graphical Model Framework for Decoding in the Visual ERP-Based BCI Speller.
Neural Computation 23(1): 160-182 (2011) |
| 2010 |
| 18 |  | Joris M. Mooij,
Oliver Stegle,
Dominik Janzing,
Kun Zhang,
Bernhard Schölkopf:
Probabilistic latent variable models for distinguishing between cause and effect.
NIPS 2010: 1687-1695 |
| 17 |  | Povilas Daniusis,
Dominik Janzing,
Joris M. Mooij,
Jakob Zscheischler,
Bastian Steudel,
Kun Zhang,
Bernhard Schölkopf:
Inferring deterministic causal relations.
UAI 2010: 143-150 |
| 16 |  | Joris M. Mooij:
libDAI: A Free and Open Source C++ Library for Discrete Approximate Inference in Graphical Models.
Journal of Machine Learning Research 11: 2169-2173 (2010) |
| 15 |  | Joris M. Mooij,
Dominik Janzing:
Distinguishing between cause and effect.
Journal of Machine Learning Research - Proceedings Track 6: 147-156 (2010) |
| 2009 |
| 14 |  | Joris M. Mooij,
Dominik Janzing,
Jonas Peters,
Bernhard Schölkopf:
Regression by dependence minimization and its application to causal inference in additive noise models.
ICML 2009: 94 |
| 13 |  | Dominik Janzing,
Jonas Peters,
Joris M. Mooij,
Bernhard Schölkopf:
Identifying confounders using additive noise models.
UAI 2009: 249-257 |
| 2008 |
| 12 |  | Joris M. Mooij,
Hilbert J. Kappen:
Bounds on marginal probability distributions.
NIPS 2008: 1105-1112 |
| 11 |  | Patrik O. Hoyer,
Dominik Janzing,
Joris M. Mooij,
Jonas Peters,
Bernhard Schölkopf:
Nonlinear causal discovery with additive noise models.
NIPS 2008: 689-696 |
| 2007 |
| 10 |  | Bastian Wemmenhove,
Joris M. Mooij,
Wim Wiegerinck,
Martijn A. R. Leisink,
Hilbert J. Kappen,
Jan P. Neijt:
Inference in the Promedas Medical Expert System.
AIME 2007: 456-460 |
| 9 |  | Joris M. Mooij,
Hilbert J. Kappen:
Sufficient Conditions for Convergence of the Sum-Product Algorithm.
IEEE Transactions on Information Theory 53(12): 4422-4437 (2007) |
| 8 |  | Joris M. Mooij,
Hilbert J. Kappen:
Loop Corrections for Approximate Inference on Factor Graphs.
Journal of Machine Learning Research 8: 1113-1143 (2007) |
| 7 |  | Vicenç Gómez,
Joris M. Mooij,
Hilbert J. Kappen:
Truncating the Loop Series Expansion for Belief Propagation.
Journal of Machine Learning Research 8: 1987-2016 (2007) |
| 6 |  | Joris M. Mooij,
Bastian Wemmenhove,
Bert Kappen,
Tommaso Rizzo:
Loop Corrected Belief Propagation.
Journal of Machine Learning Research - Proceedings Track 2: 331-338 (2007) |
| 2006 |
| 5 |  | Joris M. Mooij,
Bert Kappen:
Loop corrections for approximate inference
CoRR abs/cs/0612030: (2006) |
| 4 |  | Vicenç Gómez,
Joris M. Mooij,
Hilbert J. Kappen:
Truncating the loop series expansion for Belief Propagation
CoRR abs/cs/0612109: (2006) |
| 2005 |
| 3 |  | Joris M. Mooij,
Hilbert J. Kappen:
Sufficient Conditions for Convergence of Loopy Belief Propagation.
UAI 2005: 396-403 |
| 2 |  | Joris M. Mooij,
Hilbert J. Kappen:
Sufficient conditions for convergence of the Sum-Product Algorithm
CoRR abs/cs/0504030: (2005) |
| 2004 |
| 1 |  | Joris M. Mooij,
Hilbert J. Kappen:
Validity Estimates for Loopy Belief Propagation on Binary Real-world Networks.
NIPS 2004 |