Search Results for author: Phillip Gibbons

Found 1 papers, 0 papers with code

Variance-Reduced Stochastic Gradient Descent on Streaming Data

no code implementations NeurIPS 2018 Ellango Jothimurugesan, Ashraf Tahmasbi, Phillip Gibbons, Srikanta Tirthapura

We present an algorithm STRSAGA for efficiently maintaining a machine learning model over data points that arrive over time, quickly updating the model as new training data is observed.

Cannot find the paper you are looking for? You can Submit a new open access paper.