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1805.04577
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Fast Rates of ERM and Stochastic Approximation: Adaptive to Error Bound Conditions
11 May 2018
Mingrui Liu
Xiaoxuan Zhang
Lijun Zhang
Rong Jin
Tianbao Yang
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Papers citing
"Fast Rates of ERM and Stochastic Approximation: Adaptive to Error Bound Conditions"
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Title
Calculus of the exponent of Kurdyka-Łojasiewicz inequality and its applications to linear convergence of first-order methods
Guoyin Li
Ting Kei Pong
128
293
0
09 Feb 2016
Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes
Ohad Shamir
Tong Zhang
132
573
0
08 Dec 2012
1