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All publications by Yu-xiang Wang
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Privacy for Free: Posterior Sampling and Stochastic Gradient Monte Carlo
Yu-xiang Wang, Stephen Fienberg and Alex Smola
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


A Deterministic Analysis of Noisy Sparse Subspace Clustering for Dimensionality-reduced Data
Yining Wang, Yu-xiang Wang and Aarti Singh
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Differentially private subspace clustering
Yining Wang, Yu-xiang Wang and Aarti Singh
Advances in Neural Information Processing Systems 28, 2015


The Falling Factorial Basis and Its Statistical Applications
Yu-xiang Wang, Alex Smola and Ryan Tibshirani
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Provable Subspace Clustering: When LRR meets SSC
Yu-xiang Wang, Huan Xu and Chenlei Leng
Advances in Neural Information Processing Systems 26, 2013


Noisy Sparse Subspace Clustering
Yu-xiang Wang and Huan Xu
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Stability of matrix factorization for collaborative filtering
Yu-xiang Wang and Huan Xu
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012