| 2008 |
|---|
| 8 | EE | Xiaohai Sun:
Distribution-Free Learning of Bayesian Network Structure.
ECML/PKDD (2) 2008: 423-439 |
| 7 | EE | Xiaohai Sun:
Assessing Nonlinear Granger Causality from Multivariate Time Series.
ECML/PKDD (2) 2008: 440-455 |
| 6 | 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 |
|---|
| 5 | EE | Xiaohai Sun,
Dominik Janzing,
Bernhard Schölkopf:
Distinguishing between cause and effect via kernel-based complexity measures for conditional distributions.
ESANN 2007: 441-446 |
| 4 | EE | Xiaohai Sun,
Dominik Janzing:
Learning causality by identifying common effects with kernel-based dependence measures.
ESANN 2007: 453-458 |
| 3 | EE | Xiaohai Sun,
Dominik Janzing:
Exploring the causal order of binary variables via exponential hierarchies of Markov kernels.
ESANN 2007: 465-470 |
| 2 | EE | Xiaohai Sun,
Dominik Janzing,
Bernhard Schölkopf,
Kenji Fukumizu:
A kernel-based causal learning algorithm.
ICML 2007: 855-862 |
| 1 | EE | Kenji Fukumizu,
Arthur Gretton,
Xiaohai Sun,
Bernhard Schölkopf:
Kernel Measures of Conditional Dependence.
NIPS 2007 |
