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finite sum optimization

10 papers

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Co-occurring keywords

convex optimization (1321) strongly convex (89) incremental method (2) lower bound (173) iteration complexity (70) variance reduction (523) stochastic newton method (2) subsampled newton-raphson (1) convex-concave optimization (11) saddle point problem (15)

Papers

SAN: Stochastic Average Newton Algorithm for Minimizing Finite Sums AISTATS 2022
Sharper Rates for Separable Minimax and Finite Sum Optimization via Primal-Dual Extragradient Methods COLT 2022
An Accelerated Decentralized Stochastic Proximal Algorithm for Finite Sums NIPS 2019
SAGA with Arbitrary Sampling ICML 2019
Level-Set Methods for Finite-Sum Constrained Convex Optimization ICML 2018
Limitations on Variance-Reduction and Acceleration Schemes for Finite Sums Optimization NIPS 2017
A Superlinearly-Convergent Proximal Newton-type Method for the Optimization of Finite Sums ICML 2016
Dimension-Free Iteration Complexity of Finite Sum Optimization Problems NIPS 2016
A Simple Practical Accelerated Method for Finite Sums NIPS 2016
A Lower Bound for the Optimization of Finite Sums ICML 2015