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Surrogate Losses for Online Learning of Stepsizes in Stochastic Non-Convex Optimization

25 January 2019

Papers citing "Surrogate Losses for Online Learning of Stepsizes in Stochastic Non-Convex Optimization"

4 / 4 papers shown

Title
On the Convergence of Stochastic Gradient Descent with Adaptive Stepsizes Xiaoyun Li Francesco Orabona 69 297 0 21 May 2018
Online Learning Rate Adaptation with Hypergradient Descent A. G. Baydin R. Cornish David Martínez-Rubio Mark Schmidt Frank Wood ODL 80 250 0 14 Mar 2017
Stochastic First- and Zeroth-order Methods for Nonconvex Stochastic Programming Saeed Ghadimi Guanghui Lan ODL 122 1,555 0 22 Sep 2013
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 161 6,630 0 22 Dec 2012