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All publications by Xinyang Yi
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Binary Embedding: Fundamental Limits and Fast Algorithm
Xinyang Yi, Constantine Caramanis and Eric Price
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Optimal Linear Estimation under Unknown Nonlinear Transform
Xinyang Yi, Zhaoran Wang, Constantine Caramanis and Han Liu
Advances in Neural Information Processing Systems 28, 2015


Regularized EM Algorithms: A Unified Framework and Statistical Guarantees
Xinyang Yi and Constantine Caramanis
Advances in Neural Information Processing Systems 28, 2015


Alternating Minimization for Mixed Linear Regression
Xinyang Yi, Constantine Caramanis and Sujay Sanghavi
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014