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A Stochastic Gradient Method with an Exponential Convergence Rate for Finite ...
The notable changes over the current version: - worked example of convergence rates showing SAG can be faster than first-order methods - pointing out that the storage cost is... -
Linear Convergence on Positively Homogeneous Functions of a Comparison Based ...
In the context of unconstraint numerical optimization, this paper investigates the global linear convergence of a simple probabilistic derivative-free optimization... -
Linear Convergence of Evolution Strategies with Derandomized Sampling Beyond ...
International audience
