Deshpande, Yash

7 publications

ICML 2018 Accurate Inference for Adaptive Linear Models Yash Deshpande, Lester Mackey, Vasilis Syrgkanis, Matt Taddy

NeurIPS 2018 Contextual Stochastic Block Models Yash Deshpande, Subhabrata Sen, Andrea Montanari, Elchanan Mossel

NeurIPS 2017 Inference in Graphical Models via Semidefinite Programming Hierarchies Murat A Erdogdu, Yash Deshpande, Andrea Montanari

JMLR 2016 Sparse PCA via Covariance Thresholding Yash Deshpande, Andrea Montanari

COLT 2015 Improved Sum-of-Squares Lower Bounds for Hidden Clique and Hidden Submatrix Problems Yash Deshpande, Andrea Montanari

NeurIPS 2014 Cone-Constrained Principal Component Analysis Yash Deshpande, Andrea Montanari, Emile Richard

NeurIPS 2014 Sparse PCA via Covariance Thresholding Yash Deshpande, Andrea Montanari