Local Optimality and Generalization Guarantees for the Langevin Algorithm via Empirical Metastability

18 February 2018

Papers citing "Local Optimality and Generalization Guarantees for the Langevin Algorithm via Empirical Metastability"

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Title
Non-convex learning via Stochastic Gradient Langevin Dynamics: a nonasymptotic analysis Maxim Raginsky Alexander Rakhlin Matus Telgarsky 70 521 0 13 Feb 2017
Theoretical guarantees for approximate sampling from smooth and log-concave densities A. Dalalyan 66 514 0 23 Dec 2014