conftrace_

mean-square error

5 papers

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Also known as

MSE

Co-occurring keywords

stochastic approximation (101) optimization theory (45) finite-time analysis (31) stochastic gradient method (16) learning rate (192) low-rank matrix estimation (11) momentum method (75) mean square error (35) convex function (24) markovian noise (7)

Papers

The price of ignorance: how much does it cost to forget noise structure in low-rank matrix estimation? NIPS 2022
Finite-Time Error Bounds for Biased Stochastic Approximation with Applications to Q-Learning AISTATS 2020
Finite-Time Error Bounds For Linear Stochastic Approximation andTD Learning COLT 2019
On the Influence of Momentum Acceleration on Online Learning JMLR 2016
An improved estimator of Variance Explained in the presence of noise NIPS 2008