Dominik Janzing

	2012
59		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)
58		Dominik Janzing, Eleni Sgouritsa, Oliver Stegle, Jonas Peters, Bernhard Schölkopf: Detecting low-complexity unobserved causes CoRR abs/1202.3737: (2012)
57		Jonas Peters, Joris M. Mooij, Dominik Janzing, Bernhard Schölkopf: Identifiability of Causal Graphs using Functional Models CoRR abs/1202.3757: (2012)
56		Kun Zhang, Jonas Peters, Dominik Janzing, Bernhard Schölkopf: Kernel-based Conditional Independence Test and Application in Causal Discovery CoRR abs/1202.3775: (2012)
55		Jakob Zscheischler, Dominik Janzing, Kun Zhang: Testing whether linear equations are causal: A free probability theory approach CoRR abs/1202.3779: (2012)
54		Povilas Daniusis, Dominik Janzing, Joris M. Mooij, Jakob Zscheischler, Bastian Steudel, Kun Zhang, Bernhard Schölkopf: Inferring deterministic causal relations CoRR abs/1203.3475: (2012)
53		Kun Zhang, Bernhard Schölkopf, Dominik Janzing: Invariant Gaussian Process Latent Variable Models and Application in Causal Discovery CoRR abs/1203.3534: (2012)
52		Dominik Janzing, Jonas Peters, Joris M. Mooij, Bernhard Schölkopf: Identifying confounders using additive noise models CoRR abs/1205.2640: (2012)
	2011
51		Michel Besserve, Dominik Janzing, Nikos K. Logothetis, Bernhard Schölkopf: Finding dependencies between frequencies with the kernel cross-spectral density. ICASSP 2011: 2080-2083
50		Joris M. Mooij, Dominik Janzing, Tom Heskes, Bernhard Schölkopf: On Causal Discovery with Cyclic Additive Noise Models. NIPS 2011: 639-647
49		Dominik Janzing, Eleni Sgouritsa, Oliver Stegle, Jonas Peters, Bernhard Schölkopf: Detecting low-complexity unobserved causes. UAI 2011: 383-391
48		Jonas Peters, Joris M. Mooij, Dominik Janzing, Bernhard Schölkopf: Identifiability of Causal Graphs using Functional Models. UAI 2011: 589-598
47		Kun Zhang, Jonas Peters, Dominik Janzing, Bernhard Schölkopf: Kernel-based Conditional Independence Test and Application in Causal Discovery. UAI 2011: 804-813
46		Jakob Zscheischler, Dominik Janzing, Kun Zhang: Testing whether linear equations are causal: A free probability theory approach. UAI 2011: 839-846
45		Bernhard Schölkopf, Dominik Janzing, Jonas Peters, Kun Zhang: Robust Learning via Cause-Effect Models CoRR abs/1112.2738: (2011)
44		Jonas Peters, Dominik Janzing, Bernhard Schölkopf: Causal Inference on Discrete Data Using Additive Noise Models. IEEE Trans. Pattern Anal. Mach. Intell. 33(12): 2436-2450 (2011)
	2010
43		Bastian Steudel, Dominik Janzing, Bernhard Schölkopf: Causal Markov Condition for Submodular Information Measures. COLT 2010: 464-476
42		Dominik Janzing, Patrik O. Hoyer, Bernhard Schölkopf: Telling cause from effect based on high-dimensional observations. ICML 2010: 479-486
41		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
40		Povilas Daniusis, Dominik Janzing, Joris M. Mooij, Jakob Zscheischler, Bastian Steudel, Kun Zhang, Bernhard Schölkopf: Inferring deterministic causal relations. UAI 2010: 143-150
39		Kun Zhang, Bernhard Schölkopf, Dominik Janzing: Invariant Gaussian Process Latent Variable Models and Application in Causal Discovery. UAI 2010: 717-724
38		Bastian Steudel, Dominik Janzing, Bernhard Schölkopf: Causal Markov condition for submodular information measures CoRR abs/1002.4020: (2010)
37		Dominik Janzing: Is there a physically universal cellular automaton or Hamiltonian? CoRR abs/1009.1720: (2010)
36		Dominik Janzing, Bernhard Schölkopf: Causal inference using the algorithmic Markov condition. IEEE Transactions on Information Theory 56(10): 5168-5194 (2010)
35		Isabelle Guyon, Dominik Janzing, Bernhard Schölkopf: Causality: Objectives and Assessment. Journal of Machine Learning Research - Proceedings Track 6: 1-42 (2010)
34		Joris M. Mooij, Dominik Janzing: Distinguishing between cause and effect. Journal of Machine Learning Research - Proceedings Track 6: 147-156 (2010)
33		Jonas Peters, Dominik Janzing, Bernhard Schölkopf: Identifying Cause and Effect on Discrete Data using Additive Noise Models. Journal of Machine Learning Research - Proceedings Track 9: 597-604 (2010)
32		Dominik Janzing, Pawel Wocjan: A promiseBQP-complete string rewriting problem. Quantum Information & Computation 10(3&4): 234-257 (2010)
	2009
31		Jonas Peters, Dominik Janzing, Arthur Gretton, Bernhard Schölkopf: Detecting the direction of causal time series. ICML 2009: 101
30		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
29		Dominik Janzing, Jonas Peters, Joris M. Mooij, Bernhard Schölkopf: Identifying confounders using additive noise models. UAI 2009: 249-257
28		Dominik Janzing, Bastian Steudel: Justifying additive-noise-model based causal discovery via algorithmic information theory CoRR abs/0910.1691: (2009)
	2008
27		Jonas Peters, Dominik Janzing, Arthur Gretton, Bernhard Schölkopf: Kernel Methods for Detecting the Direction of Time Series. GfKl 2008: 57-66
26		Patrik O. Hoyer, Dominik Janzing, Joris M. Mooij, Jonas Peters, Bernhard Schölkopf: Nonlinear causal discovery with additive noise models. NIPS 2008: 689-696
25		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)
24		Dominik Janzing, Bernhard Schölkopf: Causal inference using the algorithmic Markov condition CoRR abs/0804.3678: (2008)
23		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)
22		Pawel Wocjan, Dominik Janzing, Thomas Decker: Measuring 4-local qubit observables could probabilistically solve PSPACE. Quantum Information & Computation 8(8): 741-755 (2008)
	2007
21		Xiaohai Sun, Dominik Janzing, Bernhard Schölkopf: Distinguishing between cause and effect via kernel-based complexity measures for conditional distributions. ESANN 2007: 441-446
20		Xiaohai Sun, Dominik Janzing: Learning causality by identifying common effects with kernel-based dependence measures. ESANN 2007: 453-458
19		Xiaohai Sun, Dominik Janzing: Exploring the causal order of binary variables via exponential hierarchies of Markov kernels. ESANN 2007: 465-470
18		Xiaohai Sun, Dominik Janzing, Bernhard Schölkopf, Kenji Fukumizu: A kernel-based causal learning algorithm. ICML 2007: 855-862
17		Dominik Janzing, Pawel Wocjan: A Simple PromiseBQP-complete Matrix Problem. Theory of Computing 3(1): 61-79 (2007)
	2006
16		Dominik Janzing: Computer science approach to quantum control. Univeristätsverlag Karlsruhe 2006: I-II, 1-137
15		Xiaohai Sun, Dominik Janzing, Bernhard Schölkopf: Causal Inference by Choosing Graphs with Most Plausible Markov Kernels. ISAIM 2006
14		Dominik Janzing, Jörn Müller-Quade: Guest editorial. Inform., Forsch. Entwickl. 21(1-2): 1-2 (2006)
13		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
12		Dominik Janzing: Über den Zusammenhang zwischen thermodynamisch reversiblem, kryptograpisch seitenkanalfreiem sowie quantenkohärentem Rechnen. GI Jahrestagung (1) 2005: 443
	2003
11		Dominik Janzing, Daniel Herrmann: Reliable and Efficient Inference of Bayesian Networks from Sparse Data by Statistical Learning Theory CoRR cs.LG/0309015: (2003)
10		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)
9		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)
8		Pawel Wocjan, Dominik Janzing, Thomas Beth: Two QCMA-complete problems. Quantum Information & Computation 3(6): 635-643 (2003)
	2002
7		Pawel Wocjan, Dominik Janzing, Thomas Beth: Required sample size for learning sparse Bayesian networks with many variables CoRR cs.LG/0204052: (2002)
6		Pawel Wocjan, Dominik Janzing, Thomas Beth: Simulating arbitrary pair-interactions by a given Hamiltonian: graph-theoretical bounds on the time-complexity. Quantum Information & Computation 2(2): 117-132 (2002)
5		Pawel Wocjan, Martin Rötteler, Dominik Janzing, Thomas Beth: Universal simulation of Hamiltonians using a finite set of control operations. Quantum Information & Computation 2(2): 133-150 (2002)
4		Dominik Janzing, Thomas Beth: Quantum algorithm for measuring the eigenvalues of U ⊗ U-1 for a black-box unitary transformation U. Quantum Information & Computation 2(3): 192-197 (2002)
3		Dominik Janzing: Quantum algorithm for measuring the energy of n qubits with unknown pair-interactions. Quantum Information & Computation 2(3): 198-207 (2002)
	2001
2		Pawel Wocjan, Dominik Janzing, Thomas Beth: Lower Bound on the Chromatic Number by Spectra of Weighted Adjacency Matrices CoRR cs.DM/0112023: (2001)
1		Rainer Steinwandt, Dominik Janzing, Thomas Beth: On using quantum protocols to detect traffic analysis. Quantum Information & Computation 1(3): 62-69 (2001)

Coauthor Index

1	Michel Besserve	[51]
2	Thomas Beth	[1] [2] [4] [5] [6] [7] [8] [9] [10]
3	Povilas Daniusis	[40] [54] [59]
4	Thomas Decker	[22] [25]
5	Kenji Fukumizu	[18]
6	Arthur Gretton	[27] [31]
7	Isabelle Guyon	[35]
8	Daniel Herrmann	[11]
9	Tom Heskes	[50]
10	Patrik O. Hoyer	[26] [42]
11	Jan Lemeire	[59]
12	Nikos K. Logothetis	[51]
13	Joris M. Mooij	[26] [29] [30] [34] [40] [41] [48] [50] [52] [54] [57] [59]
14	Jörn Müller-Quade	[14]
15	Jonas Peters	[26] [27] [29] [30] [31] [33] [44] [45] [47] [48] [49] [52] [56] [57] [58]
16	Martin Rötteler (Martin Roetteler)	[5]
17	Bernhard Schölkopf	[15] [18] [21] [23] [24] [26] [27] [29] [30] [31] [33] [35] [36] [38] [39] [40] [41] [42] [43] [44] [45] [47] [48] [49] [50] [51] [52] [53] [54] [56] [57] [58] [59]
18	Eleni Sgouritsa	[49] [58]
19	Oliver Stegle	[41] [49] [58]
20	Rainer Steinwandt	[1]
21	Bastian Steudel	[28] [38] [40] [43] [54] [59]
22	Xiaohai Sun	[15] [18] [19] [20] [21] [23]
23	Pawel Wocjan	[2] [5] [6] [7] [8] [9] [17] [22] [32]
24	Kun Zhang	[39] [40] [41] [45] [46] [47] [53] [54] [55] [56] [59]
25	Jakob Zscheischler	[40] [46] [54] [55] [59]

Colors in the list of coauthors

Last update Sat Jun 2 20:57:36 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page