Debiasing Stochastic Gradient Descent to handle missing values

Julie Josse, Aude Sportisse, Claire Boyer +1

Stochastic gradient algorithm is a key ingredient of many machine learning methods, particularly appropriate for large-scale learning.However, a major caveat of large data is their…