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Picasso: A Sparse Learning Library for High Dimensional Data Analysis in R and Python.

, , , , , , and . J. Mach. Learn. Res., (2019)

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LLE Based Gait Analysis and Recognition., and . SINOBIOMETRICS, volume 3338 of Lecture Notes in Computer Science, page 671-679. Springer, (2004)Picasso: A Sparse Learning Library for High Dimensional Data Analysis in R and Python., , , , , , and . CoRR, (2020)On Faster Convergence of Cyclic Block Coordinate Descent-type Methods for Strongly Convex Minimization., , , , and . J. Mach. Learn. Res., (2017)A Dictionary Based Generalization of Robust PCA., , and . CoRR, (2019)Identifying Outliers in Large Matrices via Randomized Adaptive Compressive Sampling., and . IEEE Trans. Signal Process., 63 (7): 1792-1807 (2015)Stochastic Variance Reduced Optimization for Nonconvex Sparse Learning., , , , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 917-925. JMLR.org, (2016)Zeroth-Order Stochastic Projected Gradient Descent for Nonconvex Optimization., , , , and . GlobalSIP, page 1179-1183. IEEE, (2018)Intelligent Technique for Knowledge Reuse of Dental Medical Records Based on Case-Based Reasoning., , , , and . J. Medical Syst., 34 (2): 213-222 (2010)Symmetry, Saddle Points, and Global Optimization Landscape of Nonconvex Matrix Factorization., , , , , , and . IEEE Trans. Inf. Theory, 65 (6): 3489-3514 (2019)Symmetry, Saddle Points, and Global Geometry of Nonconvex Matrix Factorization., , , , , , and . CoRR, (2016)