Xinyang Yi

Fast Algorithms for Robust PCA via Gradient Descent

Xinyang Yi, Dohyung Park, Yudong Chen et al. · arXiv (Cornell University) · 2016 · 139 citations · Full text

Computing, Computer Science, Algorithms +13

Fast Algorithms for Robust PCA via Gradient Descent

Xinyang Yi, Dohyung Park, Yudong Chen et al. · Neural Information Processing Systems · 2016 · 95 citations

Computing, Computer Science, Algorithms +13

Alternating Minimization for Mixed Linear Regression

Xinyang Yi, Constantine Caramanis, Sujay Sanghavi · arXiv (Cornell University) · 2013 · 78 citations · Full text

Computing, Computer Science, Algorithms +12

Solving a Mixture of Many Random Linear Equations by Tensor Decomposition and Alternating Minimization

Xinyang Yi, Constantine Caramanis, Sujay Sanghavi · arXiv (Cornell University) · 2016 · 37 citations · Full text

Computing, Computer Science, Mathematics +14

Regularized EM Algorithms: A Unified Framework and Statistical Guarantees

Xinyang Yi, Constantine Caramanis · arXiv (Cornell University) · 2015 · 32 citations · Full text

Computing, Computer Science, Algorithms +12