16 citations · 42 across the 20 of their papers we have counts for
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math.OC2010★ 10 cited
A Smoothing Stochastic Gradient Method for Composite Optimization
Qihang Lin, Xi Chen, Javier Pena
We consider the unconstrained optimization problem whose objective function is composed of a smooth and a non-smooth conponents where the smooth component is the expectation a rand…
math.OC2010
Applying Metric Regularity to Compute a Condition Measure of a Smoothing Algorithm for Matrix Games
Boris Mordukhovich, Javier Peña, Vera Roshchina
We develop an approach of variational analysis and generalized differentiation to conditioning issues for two-person zero-sum matrix games. Our major results establish precise rela…