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R-SPIDER: A Fast Riemannian Stochastic Optimization Algorithm with Curvature Independent Rate.

, , and . CoRR, (2018)

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Fast Projection-Based Methods for the Least Squares Nonnegative Matrix Approximation Problem., , and . Statistical Analysis and Data Mining, 1 (1): 38-51 (2008)Block-Iterative Algorithms for Non-negative Matrix Approximation.. ICDM, page 1037-1042. IEEE Computer Society, (2008)Jensen-Bregman LogDet Divergence with Application to Efficient Similarity Search for Covariance Matrices., , , and . IEEE Trans. Pattern Anal. Mach. Intell., 35 (9): 2161-2174 (2013)Fast Incremental Method for Nonconvex Optimization., , , and . CoRR, (2016)Efficient Sampling for k-Determinantal Point Processes., , and . CoRR, (2015)Stochastic Frank-Wolfe Methods for Nonconvex Optimization., , , and . CoRR, (2016)Riemannian SVRG: Fast Stochastic Optimization on Riemannian Manifolds., , and . NIPS, page 4592-4600. (2016)Fast Mixing Markov Chains for Strongly Rayleigh Measures, DPPs, and Constrained Sampling., , and . NIPS, page 4188-4196. (2016)On Geodesically Convex Formulations for the Brascamp-Lieb Constant., , and . APPROX-RANDOM, volume 116 of LIPIcs, page 25:1-25:15. Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, (2018)Approximation Algorithms for Tensor Clustering., , and . ALT, volume 5809 of Lecture Notes in Computer Science, page 368-383. Springer, (2009)