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All publications by Tengyu Ma
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Online Learning of Eigenvectors
Dan Garber, Elad Hazan and Tengyu Ma
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Sum-of-Squares Lower Bounds for Sparse PCA
Tengyu Ma and Avi Wigderson
Advances in Neural Information Processing Systems 28, 2015


Provable Bounds for Learning Some Deep Representations
Sanjeev Arora, Aditya Bhaskara, Rong Ge and Tengyu Ma
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


On Communication Cost of Distributed Statistical Estimation and Dimensionality
Ankit Garg, Tengyu Ma and Huy Nguyen
Advances in Neural Information Processing Systems 27, 2014