Convergence and Convergence Rate of Stochastic Gradient Search in the Case of Multiple and Non-Isolated Extrema

6 July 2009

Papers citing "Convergence and Convergence Rate of Stochastic Gradient Search in the Case of Multiple and Non-Isolated Extrema"

9 / 9 papers shown

Title
Singular-limit analysis of gradient descent with noise injection Anna Shalova André Schlichting M. Peletier 71 2 0 18 Apr 2024
A New Random Reshuffling Method for Nonsmooth Nonconvex Finite-sum Optimization Junwen Qiu Xiao Li Andre Milzarek 114 3 0 02 Dec 2023
On the existence of optimal shallow feedforward networks with ReLU activation Steffen Dereich Sebastian Kassing 70 5 0 06 Mar 2023
On the existence of minimizers in shallow residual ReLU neural network optimization landscapes Steffen Dereich Arnulf Jentzen Sebastian Kassing 70 7 0 28 Feb 2023
Convergence of stochastic gradient descent schemes for Lojasiewicz-landscapes Steffen Dereich Sebastian Kassing 108 27 0 16 Feb 2021
Two-Timescale Stochastic Gradient Descent in Continuous Time with Applications to Joint Online Parameter Estimation and Optimal Sensor Placement Louis Sharrock N. Kantas 68 7 0 31 Jul 2020
A Global Stochastic Optimization Particle Filter Algorithm Mathieu Gerber Randal Douc 69 4 0 09 Jul 2020
Asymptotic Bias of Stochastic Gradient Search V. Tadic Arnaud Doucet 81 59 0 30 Aug 2017
Two Timescale Stochastic Approximation with Controlled Markov noise and Off-policy temporal difference learning Prasenjit Karmakar S. Bhatnagar 124 27 0 31 Mar 2015