| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Dominik Janzing, Eleni Sgouritsa, Oliver Stegle, Jonas Peters, Bernhard Schölkopf |
Detecting low-complexity unobserved causes  |
CoRR  |
2012 |
DBLP BibTeX RDF |
|
| 1 | Jonas Peters, Joris M. Mooij, Dominik Janzing, Bernhard Schölkopf |
Identifiability of Causal Graphs using Functional Models |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Povilas Daniusis, Dominik Janzing, Joris M. Mooij, Jakob Zscheischler, Bastian Steudel, Kun Zhang, Bernhard Schölkopf |
Inferring deterministic causal relations |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Kun Zhang, Jonas Peters, Dominik Janzing, Bernhard Schölkopf |
Kernel-based Conditional Independence Test and Application in Causal Discovery |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Kun Zhang, Bernhard Schölkopf, Dominik Janzing |
Invariant Gaussian Process Latent Variable Models and Application in Causal Discovery |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Jakob Zscheischler, Dominik Janzing, Kun Zhang |
Testing whether linear equations are causal: A free probability theory approach |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | 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. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Jonas Peters, Dominik Janzing, Bernhard Schölkopf |
Causal Inference on Discrete Data Using Additive Noise Models. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2011 |
DBLP DOI BibTeX RDF |
regression, graphical models, Causal inference |
| 1 | Bernhard Schölkopf, Dominik Janzing, Jonas Peters, Kun Zhang |
Robust Learning via Cause-Effect Models |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Michel Besserve, Dominik Janzing, Nikos K. Logothetis, Bernhard Schölkopf |
Finding dependencies between frequencies with the kernel cross-spectral density. |
ICASSP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Kun Zhang, Jonas Peters, Dominik Janzing, Bernhard Schölkopf |
Kernel-based Conditional Independence Test and Application in Causal Discovery. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jakob Zscheischler, Dominik Janzing, Kun Zhang |
Testing whether linear equations are causal: A free probability theory approach. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Dominik Janzing, Eleni Sgouritsa, Oliver Stegle, Jonas Peters, Bernhard Schölkopf |
Detecting low-complexity unobserved causes. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jonas Peters, Joris M. Mooij, Dominik Janzing, Bernhard Schölkopf |
Identifiability of Causal Graphs using Functional Models. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Joris M. Mooij, Dominik Janzing, Tom Heskes, Bernhard Schölkopf |
On Causal Discovery with Cyclic Additive Noise Models. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Joris M. Mooij, Dominik Janzing |
Distinguishing between cause and effect. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
|
| 1 | Jonas Peters, Dominik Janzing, Bernhard Schölkopf |
Identifying Cause and Effect on Discrete Data using Additive Noise Models. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
|
| 1 | Isabelle Guyon, Dominik Janzing, Bernhard Schölkopf |
Causality: Objectives and Assessment. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
|
| 1 | Dominik Janzing, Pawel Wocjan |
A promiseBQP-complete string rewriting problem. |
Quantum Information & Computation |
2010 |
DBLP BibTeX RDF |
|
| 1 | Bastian Steudel, Dominik Janzing, Bernhard Schölkopf |
Causal Markov condition for submodular information measures |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Dominik Janzing |
Is there a physically universal cellular automaton or Hamiltonian? |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Dominik Janzing, Bernhard Schölkopf |
Causal inference using the algorithmic Markov condition. |
IEEE Transactions on Information Theory |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Dominik Janzing, Patrik O. Hoyer, Bernhard Schölkopf |
Telling cause from effect based on high-dimensional observations. |
ICML |
2010 |
DBLP BibTeX RDF |
|
| 1 | Kun Zhang, Bernhard Schölkopf, Dominik Janzing |
Invariant Gaussian Process Latent Variable Models and Application in Causal Discovery. |
UAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Povilas Daniusis, Dominik Janzing, Joris M. Mooij, Jakob Zscheischler, Bastian Steudel, Kun Zhang, Bernhard Schölkopf |
Inferring deterministic causal relations. |
UAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Bastian Steudel, Dominik Janzing, Bernhard Schölkopf |
Causal Markov Condition for Submodular Information Measures. |
COLT |
2010 |
DBLP BibTeX RDF |
|
| 1 | Joris M. Mooij, Oliver Stegle, Dominik Janzing, Kun Zhang, Bernhard Schölkopf |
Probabilistic latent variable models for distinguishing between cause and effect. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Dominik Janzing, Bastian Steudel |
Justifying additive-noise-model based causal discovery via algorithmic information theory |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Jonas Peters, Dominik Janzing, Arthur Gretton, Bernhard Schölkopf |
Detecting the direction of causal time series. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Dominik Janzing, Jonas Peters, Joris M. Mooij, Bernhard Schölkopf |
Identifying confounders using additive noise models. |
UAI |
2009 |
DBLP BibTeX RDF |
|
| 1 | Pawel Wocjan, Dominik Janzing, Thomas Decker |
Measuring 4-local qubit observables could probabilistically solve PSPACE. |
Quantum Information & Computation |
2008 |
DBLP BibTeX RDF |
|
| 1 | Dominik Janzing, Bernhard Schölkopf |
Causal inference using the algorithmic Markov condition |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Dominik Janzing, Thomas Decker |
How much is a quantum controller controlled by the controlled system? |
Appl. Algebra Eng. Commun. Comput. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiaohai Sun, Dominik Janzing, Bernhard Schölkopf |
Causal reasoning by evaluating the complexity of conditional densities with kernel methods. |
Neurocomputing |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Patrik O. Hoyer, Dominik Janzing, Joris M. Mooij, Jonas Peters, Bernhard Schölkopf |
Nonlinear causal discovery with additive noise models. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Jonas Peters, Dominik Janzing, Arthur Gretton, Bernhard Schölkopf |
Kernel Methods for Detecting the Direction of Time Series. |
GfKl |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Dominik Janzing, Pawel Wocjan |
A Simple PromiseBQP-complete Matrix Problem. |
Theory of Computing |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiaohai Sun, Dominik Janzing |
Learning causality by identifying common effects with kernel-based dependence measures. |
ESANN |
2007 |
DBLP BibTeX RDF |
|
| 1 | Xiaohai Sun, Dominik Janzing, Bernhard Schölkopf |
Distinguishing between cause and effect via kernel-based complexity measures for conditional distributions. |
ESANN |
2007 |
DBLP BibTeX RDF |
|
| 1 | Xiaohai Sun, Dominik Janzing |
Exploring the causal order of binary variables via exponential hierarchies of Markov kernels. |
ESANN |
2007 |
DBLP BibTeX RDF |
|
| 1 | Xiaohai Sun, Dominik Janzing, Bernhard Schölkopf, Kenji Fukumizu |
A kernel-based causal learning algorithm. |
ICML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Dominik Janzing |
Quantum computing models as a tool box for controlling and understanding the nanoscopic world. |
Inform., Forsch. Entwickl. |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Dominik Janzing, Jörn Müller-Quade |
Guest editorial. |
Inform., Forsch. Entwickl. |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Dominik Janzing |
Computer science approach to quantum control. |
|
2006 |
RDF |
|
| 1 | Xiaohai Sun, Dominik Janzing, Bernhard Schölkopf |
Causal Inference by Choosing Graphs with Most Plausible Markov Kernels. |
ISAIM |
2006 |
DBLP BibTeX RDF |
|
| 1 | Dominik Janzing |
Über den Zusammenhang zwischen thermodynamisch reversiblem, kryptograpisch seitenkanalfreiem sowie quantenkohärentem Rechnen. |
GI Jahrestagung |
2005 |
DBLP BibTeX RDF |
|
| 1 | Dominik Janzing, Pawel Wocjan, Thomas Beth |
On The Computational Power Of Physical Interactions: Bounds On The Number Of Time Steps For Simulating Arbitrary Interaction Graphs. |
Int. J. Found. Comput. Sci. |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Pawel Wocjan, Dominik Janzing, Thomas Beth |
Two QCMA-complete problems. |
Quantum Information & Computation |
2003 |
DBLP BibTeX RDF |
|
| 1 | Dominik Janzing, Daniel Herrmann |
Reliable and Efficient Inference of Bayesian Networks from Sparse Data by Statistical Learning Theory |
CoRR |
2003 |
DBLP BibTeX RDF |
|
| 1 | Dominik Janzing, Thomas Beth |
Quasi-order of clocks and their synchronism and quantum bounds for copying timing information. |
IEEE Transactions on Information Theory |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Dominik Janzing |
Quantum algorithm for measuring the energy of n qubits with unknown pair-interactions. |
Quantum Information & Computation |
2002 |
DBLP BibTeX RDF |
|
| 1 | Pawel Wocjan, Martin Rötteler, Dominik Janzing, Thomas Beth |
Universal simulation of Hamiltonians using a finite set of control operations. |
Quantum Information & Computation |
2002 |
DBLP BibTeX RDF |
|
| 1 | Dominik Janzing, Thomas Beth |
Quantum algorithm for measuring the eigenvalues of U ⊗ U-1 for a black-box unitary transformation U. |
Quantum Information & Computation |
2002 |
DBLP BibTeX RDF |
|
| 1 | Pawel Wocjan, Dominik Janzing, Thomas Beth |
Simulating arbitrary pair-interactions by a given Hamiltonian: graph-theoretical bounds on the time-complexity. |
Quantum Information & Computation |
2002 |
DBLP BibTeX RDF |
|
| 1 | Pawel Wocjan, Dominik Janzing, Thomas Beth |
Required sample size for learning sparse Bayesian networks with many variables |
CoRR |
2002 |
DBLP BibTeX RDF |
|
| 1 | Rainer Steinwandt, Dominik Janzing, Thomas Beth |
On using quantum protocols to detect traffic analysis. |
Quantum Information & Computation |
2001 |
DBLP BibTeX RDF |
|
| 1 | Pawel Wocjan, Dominik Janzing, Thomas Beth |
Lower Bound on the Chromatic Number by Spectra of Weighted Adjacency Matrices |
CoRR |
2001 |
DBLP BibTeX RDF |
|
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