Sparse Perturbations for Improved Convergence in Stochastic Zeroth-Order Optimization

Mayumi Ohta, Nathaniel Berger, Artem Sokolov, Stefan Riezler. Sparse Perturbations for Improved Convergence in Stochastic Zeroth-Order Optimization. In Giuseppe Nicosia, Varun Kumar Ojha, Emanuele La Malfa, Giorgio Jansen, Vincenzo Sciacca, Panos M. Pardalos, Giovanni Giuffrida, Renato Umeton, editors, Machine Learning, Optimization, and Data Science - 6th International Conference, LOD 2020, Siena, Italy, July 19-23, 2020, Revised Selected Papers, Part II. Volume 12566 of Lecture Notes in Computer Science, pages 39-64, Springer, 2020. [doi]

Abstract

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