Parallelizing Stochastic Gradient Descent for Least Squares Regression: Mini-batching, Averaging, and Model Misspecification

Prateek Jain 0002, Sham M. Kakade, Rahul Kidambi, Praneeth Netrapalli, Aaron Sidford. Parallelizing Stochastic Gradient Descent for Least Squares Regression: Mini-batching, Averaging, and Model Misspecification. Journal of Machine Learning Research, 18, 2017. [doi]

Abstract

Abstract is missing.