Junhong Lin

5 catalog papers. Name-matched publications do not establish a verified researcher identity.

Publications

• Optimal Convergence for Distributed Learning with Stochastic Gradient Methods and Spectral Algorithms — Journal of Machine Learning Research 2020
• Convergences of Regularized Algorithms and Stochastic Gradient Methods with Random Projections — Journal of Machine Learning Research 2020
• Optimal Rates for Multi-pass Stochastic Gradient Methods — Journal of Machine Learning Research 2017
• Iterative Regularization for Learning with Convex Loss Functions — Journal of Machine Learning Research 2016
• Learning Theory of Randomized Kaczmarz Algorithm — Journal of Machine Learning Research 2015