Structure from Local Optima: Learning Subspace Juntas via Higher Order PCA - Santosh S. Vempala; Ying Xiao 003 (CoRR, 2011)

Statistical Algorithms and a Lower Bound for Planted Clique. - Vitaly Feldman; Elena Grigorescu; Lev Reyzin; Santosh S. Vempala; Ying Xiao 003 (Electron. Colloquium Comput. Complex., 2012)

Complexity of learning subspace juntas and ICA. - Santosh S. Vempala; Ying Xiao 003 (ACSSC, 2013)

Fourier PCA. - Navin Goyal; Santosh S. Vempala; Ying Xiao 003 (CoRR, 2013)

Compact Random Feature Maps. - Raffay Hamid; Ying Xiao 003; Alex Gittens; Dennis DeCoste (ICML, 2014)

Fourier PCA and robust tensor decomposition. - Navin Goyal; Santosh S. Vempala; Ying Xiao 003 (STOC, 2014)

Max vs Min: Independent Component Analysis with nearly Linear Sample Complexity. - Santosh S. Vempala; Ying Xiao 003 (CoRR, 2014)

Max vs Min: Tensor Decomposition and ICA with nearly Linear Sample Complexity. - Santosh S. Vempala; Ying Xiao 003 (COLT, 2015)

New tools for unsupervised learning. - Ying Xiao 003 (2015)

Statistical Algorithms and a Lower Bound for Detecting Planted Cliques. - Vitaly Feldman; Elena Grigorescu; Lev Reyzin; Santosh S. Vempala; Ying Xiao 003 (J. ACM, 2017)