Linear Stochastic Approximation: Constant Step-Size and Iterate Averaging

12 September 2017

Papers citing "Linear Stochastic Approximation: Constant Step-Size and Iterate Averaging"

5 / 5 papers shown

Title
Tight Finite Time Bounds of Two-Time-Scale Linear Stochastic Approximation with Markovian Noise Shaan ul Haque S. Khodadadian S. T. Maguluri 44 11 0 31 Dec 2023
Federated TD Learning over Finite-Rate Erasure Channels: Linear Speedup under Markovian Sampling Nicolò Dal Fabbro A. Mitra George J. Pappas FedML 40 12 0 14 May 2023
n-Step Temporal Difference Learning with Optimal n Lakshmi Mandal S. Bhatnagar 34 2 0 13 Mar 2023
Federated Temporal Difference Learning with Linear Function Approximation under Environmental Heterogeneity Han Wang A. Mitra Hamed Hassani George J. Pappas James Anderson FedML 31 21 0 04 Feb 2023
Iterate averaging as regularization for stochastic gradient descent Gergely Neu Lorenzo Rosasco MoMe 42 61 0 22 Feb 2018