conftrace_

stochastic gradient oracle

5 papers

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Co-occurring keywords · papers mentioning both

variance reduction (2) stopping time (1) non-log-concave distribution (1) holder smooth (1) adaptive stochastic gradient descent (1) adaptive sgd (1) epsilon-approximate critical solutions (1) mac-sage (1) markov sampling (1) smoothness condition (1)

Papers

Improved Lower Bounds for First-order Stochastic Non-convex Optimization under Markov Sampling ICML 2025 Optimal Complexity in Byzantine-Robust Distributed Stochastic Optimization with Data Heterogeneity JMLR 2025 Stochastic Quantum Sampling for Non-Logconcave Distributions and Estimating Partition Functions ICML 2024 Universality of AdaGrad Stepsizes for Stochastic Optimization: Inexact Oracle, Acceleration and Variance Reduction NeurIPS 2024 Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD COLT 2023