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Fast First-Order Methods for Composite Convex Optimization with Backtracking.

, , and . Found. Comput. Math., 14 (3): 389-417 (2014)

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Introduction to derivative-free optimization, , , , , and . (2009)Inexact SARAH Algorithm for Stochastic Optimization., , and . CoRR, (2018)Superposition of protein structures using electrostatic isopotentials., , , and . BIBM, page 75-82. IEEE Computer Society, (2015)High Probability Complexity Bounds for Line Search Based on Stochastic Oracles., , and . NeurIPS, page 9193-9203. (2021)Efficient SVM Training Using Low-Rank Kernel Representations., and . J. Mach. Learn. Res., (2001)IBM Research TRECVID-2006 Video Retrieval System., , , , , , , , , and 1 other author(s). TRECVID, National Institute of Standards and Technology (NIST), (2006)A scalable solution for group feature selection., , , and . IEEE BigData, page 2846-2848. IEEE Computer Society, (2015)Sparse Inverse Covariance Selection via Alternating Linearization Methods., , and . NIPS, page 2101-2109. Curran Associates, Inc., (2010)On the convergence of derivative-free methods for unconstrained optimization, , and . Approximation theory and optimization: tributes to MJD Powell, (1997)A Stochastic Trust Region Algorithm Based on Careful Step Normalization., , and . INFORMS J. Optim., 1 (3): 200-220 (July 2019)