conftrace_

incremental gradient method

4 papers

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Co-occurring keywords · papers mentioning both

convex optimization (2) stochastic optimization (2) composite objective (1) random shuffling (1) gradient method (1) batch size (1) random reshuffling (1) gradient clipping (1) lower bound (1) deep neural network (1)

Papers

Understanding Gradient Clipping In Incremental Gradient Methods AISTATS 2021 How Good is SGD with Random Shuffling? COLT 2020 A Composite Randomized Incremental Gradient Method ICML 2019 SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives NeurIPS 2014