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A Dictionary-Based Generalization of Robust PCA Part II: Applications to Hyperspectral Demixing., , , and . CoRR, (2019)On Constrained Nonconvex Stochastic Optimization: A Case Study for Generalized Eigenvalue Decomposition., , , , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 916-925. PMLR, (2019)An Improved Convergence Analysis of Cyclic Block Coordinate Descent-type Methods for Strongly Convex Minimization., , , , and . AISTATS, volume 51 of JMLR Workshop and Conference Proceedings, page 491-499. JMLR.org, (2016)The Effects of Transshipment Link on the Design of Spare Parts Network With Time-Window Based Service Level., , and . IEEE Access, (2018)A First Order Free Lunch for SQRT-Lasso., , , , , and . CoRR, (2016)A refined analysis for the sample complexity of adaptive compressive outlier sensing., and . SSP, page 1-5. IEEE, (2016)A Dictionary-Based Generalization of Robust PCA Part I: Study of Theoretical Properties., , , and . CoRR, (2019)On Landscape of Lagrangian Functions and Stochastic Search for Constrained Nonconvex Optimization., , , , and . CoRR, (2018)On Tighter Generalization Bound for Deep Neural Networks: CNNs, ResNets, and Beyond., , , , and . CoRR, (2018)Identifying Outliers in Large Matrices via Randomized Adaptive Compressive Sampling., and . CoRR, (2014)