Averaged Least-Mean-Squares: Bias-Variance Trade-offs and Optimal Sampling Distributions

Alexandre Défossez, Francis R. Bach. Averaged Least-Mean-Squares: Bias-Variance Trade-offs and Optimal Sampling Distributions. In Guy Lebanon, S. V. N. Vishwanathan, editors, Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2015, San Diego, California, USA, May 9-12, 2015. Volume 38 of JMLR Proceedings, JMLR.org, 2015. [doi]

Abstract

Abstract is missing.