Large deviations rates for stochastic gradient descent with strongly convex functions

2 November 2022

Papers citing "Large deviations rates for stochastic gradient descent with strongly convex functions"

4 / 4 papers shown

Title
A Large Deviations Perspective on Policy Gradient Algorithms Wouter Jongeneel Daniel Kuhn Mengmeng Li 31 1 0 13 Nov 2023
High-probability Convergence Bounds for Nonlinear Stochastic Gradient Descent Under Heavy-tailed Noise Aleksandar Armacki Pranay Sharma Gauri Joshi Dragana Bajović D. Jakovetić S. Kar 39 5 0 28 Oct 2023
Inaccuracy rates for distributed inference over random networks with applications to social learning Dragana Bajović 16 3 0 10 Aug 2022
Distributed Detection over Adaptive Networks: Refined Asymptotics and the Role of Connectivity Vincenzo Matta P. Braca S. Maranò Ali H. Sayed 33 39 0 26 Jan 2016