2008 |
17 | EE | Patrik O. Hoyer,
Dominik Janzing,
Joris M. Mooij,
Jonas Peters,
Bernhard Schölkopf:
Nonlinear causal discovery with additive noise models.
NIPS 2008: 689-696 |
16 | EE | Dominik Janzing,
Thomas Decker:
How much is a quantum controller controlled by the controlled system?
Appl. Algebra Eng. Commun. Comput. 19(3): 241-258 (2008) |
15 | EE | Dominik Janzing,
Bernhard Schölkopf:
Causal inference using the algorithmic Markov condition
CoRR abs/0804.3678: (2008) |
14 | EE | Xiaohai Sun,
Dominik Janzing,
Bernhard Schölkopf:
Causal reasoning by evaluating the complexity of conditional densities with kernel methods.
Neurocomputing 71(7-9): 1248-1256 (2008) |
2007 |
13 | EE | Xiaohai Sun,
Dominik Janzing,
Bernhard Schölkopf:
Distinguishing between cause and effect via kernel-based complexity measures for conditional distributions.
ESANN 2007: 441-446 |
12 | EE | Xiaohai Sun,
Dominik Janzing:
Learning causality by identifying common effects with kernel-based dependence measures.
ESANN 2007: 453-458 |
11 | EE | Xiaohai Sun,
Dominik Janzing:
Exploring the causal order of binary variables via exponential hierarchies of Markov kernels.
ESANN 2007: 465-470 |
10 | EE | Xiaohai Sun,
Dominik Janzing,
Bernhard Schölkopf,
Kenji Fukumizu:
A kernel-based causal learning algorithm.
ICML 2007: 855-862 |
9 | EE | Dominik Janzing,
Pawel Wocjan:
A Simple PromiseBQP-complete Matrix Problem.
Theory of Computing 3(1): 61-79 (2007) |
2006 |
8 | EE | Dominik Janzing,
Jörn Müller-Quade:
Guest editorial.
Inform., Forsch. Entwickl. 21(1-2): 1-2 (2006) |
7 | EE | Dominik Janzing:
Quantum computing models as a tool box for controlling and understanding the nanoscopic world.
Inform., Forsch. Entwickl. 21(1-2): 83-90 (2006) |
2005 |
6 | | Dominik Janzing:
Über den Zusammenhang zwischen thermodynamisch reversiblem, kryptograpisch seitenkanalfreiem sowie quantenkohärentem Rechnen.
GI Jahrestagung (1) 2005: 443 |
2003 |
5 | EE | Dominik Janzing,
Daniel Herrmann:
Reliable and Efficient Inference of Bayesian Networks from Sparse Data by Statistical Learning Theory
CoRR cs.LG/0309015: (2003) |
4 | | Dominik Janzing,
Thomas Beth:
Quasi-order of clocks and their synchronism and quantum bounds for copying timing information.
IEEE Transactions on Information Theory 49(1): 230-240 (2003) |
3 | EE | 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. 14(5): 889- (2003) |
2002 |
2 | EE | Pawel Wocjan,
Dominik Janzing,
Thomas Beth:
Required sample size for learning sparse Bayesian networks with many variables
CoRR cs.LG/0204052: (2002) |
2001 |
1 | EE | Pawel Wocjan,
Dominik Janzing,
Thomas Beth:
Lower Bound on the Chromatic Number by Spectra of Weighted Adjacency Matrices
CoRR cs.DM/0112023: (2001) |