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Chun Huang

1 paper in the PaperMetrix corpus

Publications

Papers by this author

  1. Non-Ergodic Convergence Analysis of Heavy-Ball Algorithms

    2019 · Proceedings of the AAAI Conference on Artificial Intelligence

    In this paper, we revisit the convergence of the Heavy-ball method, and present improved convergence complexity results in the convex setting. We provide the first non-ergodic O(1/k) rate result of the Heavy-ball algorithm with constant …