Scaling Limit: Exact and Tractable Analysis of Online Learning Algorithms with Applications to Regularized Regression and PCA

no code implementations • 8 Dec 2017 • Chuang Wang, Jonathan Mattingly, Yue M. Lu

In addition to characterizing the dynamic performance of online learning algorithms, our asymptotic analysis also provides useful insights.