Qihang Lin

Smoothing proximal gradient method for general structured sparse regression

Xi Chen, Qihang Lin, Se Young Kim et al. · The Annals of Applied Statistics · 2012 · 242 citations · Full text

Natural Sciences, Mathematics, Machine Learning +14

An Accelerated Randomized Proximal Coordinate Gradient Method and its Application to Regularized Empirical Risk Minimization

Qihang Lin, Zhaosong Lu, Lin Xiao · SIAM Journal on Optimization · 2015 · 118 citations

Natural Sciences, Computer Science, Mathematics +17

Optimistic Knowledge Gradient Policy for Optimal Budget Allocation in Crowdsourcing

Xi Chen, Qihang Lin, Dengyong Zhou · 2013 · 108 citations

Computing, Decision Sciences, Decision Theory +10

Non-Convex Min-Max Optimization: Provable Algorithms and Applications in Machine Learning

Hassan Rafique, Mingrui Liu, Qihang Lin et al. · arXiv (Cornell University) · 2018 · 101 citations · Full text

Natural Sciences, Computer Science, Mathematics +17

Unified Convergence Analysis of Stochastic Momentum Methods for Convex and Non-convex Optimization

Tianbao Yang, Qihang Lin, Zhe Li · arXiv (Cornell University) · 2016 · 90 citations · Full text

Computing, Computer Science, Machine Learning +15