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All publications by Dacheng Tao
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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


Large-margin Weakly Supervised Dimensionality Reduction
Chang Xu, Dacheng Tao, Chao Xu and Yong Rui
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Large-margin Weakly Supervised Dimensionality Reduction
Chang Xu, Dacheng Tao, Chao Xu and Yong Rui
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Multi-label Subspace Ensemble
Tianyi Zhou and Dacheng Tao
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


CorrLog: Correlated Logistic Models for Joint Prediction of Multiple Labels
Wei Bian, Bo Xie and Dacheng Tao
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


GoDec: Randomized Low-rank & Sparse Matrix Decomposition in Noisy Case
Tianyi Zhou and Dacheng Tao
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Generalization Bound for Infinitely Divisible Empirical Process
Chao Zhang and Dacheng Tao
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Risk Bounds for Levy Processes in the PAC-Learning Framework
Chao Zhang and Dacheng Tao
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Simple Exponential Family PCA
Jun Li and Dacheng Tao
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Manifold Regularization for SIR with Rate Root-n Convergence
Wei Bian and Dacheng Tao
Advances in Neural Information Processing Systems 22, 2009