conftrace_

implicit updates

4 papers

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Co-occurring keywords

stochastic gradient descent (1091) reproducing kernel hilbert space (334) sparse online learning (4) parameter-free algorithm (13) mirror descent (148) online linear optimization (32) generalized linear model (138) statistical efficiency (18) numerical stability (30) convex loss function (19)

Papers

Parameter-free Mirror Descent COLT 2022
Towards Stability and Optimality in Stochastic Gradient Descent AISTATS 2016
Statistical analysis of stochastic gradient methods for generalized linear models ICML 2014
implicit Online Learning with Kernels NIPS 2006