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All publications by Kun Zhang
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Discovering Temporal Causal Relations from Subsampled Data
Mingming Gong, Kun Zhang, Bernhard Schoelkopf, Dacheng Tao and Philipp Geiger
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components
Philipp Geiger, Kun Zhang, Bernhard Schoelkopf, Mingming Gong and Dominik Janzing
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Domain Adaptation under Target and Conditional Shift
Kun Zhang, Bernhard Schlkopf, Krikamol Muandet and Zhikun Wang
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Causal discovery with scale-mixture model for spatiotemporal variance dependencies
Zhitang Chen, Kun Zhang and Laiwan Chan
Advances in Neural Information Processing Systems 25, 2012


On causal and anticausal learning
Dominik Janzing, Jonas Peters, Eleni Sgouritsa, Kun Zhang, Joris M. Mooij and Bernhard Schölkopf
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Probabilistic latent variable models for distinguishing between cause and effect
Oliver Stegle, Dominik Janzing, Kun Zhang, Joris M. Mooij and Bernhard Schölkopf
Advances in Neural Information Processing Systems 23, 2010


Nonlinear independent component analysis with minimal nonlinear distortion
Kun Zhang and Laiwan Chan
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007