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[1]Yuanyuan Liu, Fanhua Shang*, Hongying Liu, Lin Kong, Licheng Jiao, Zhouchen Lin. Accelerated Variance Reduction Stochastic ADMM for Large-Scale Machine Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021.
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[2]Fanhua Shang, James Cheng, Yuanyuan Liu, Zhi-Quan Luo, and Zhouchen Lin. Bilinear Factor Matrix Norm Minimization for Robust PCA: Algorithms and Applications, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018.
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[3]Yuanyuan Liu, Fanhua Shang*, Weixin An, Hongying Liu, Zhouchen Lin. Kill a Bird with Two Stones: Closing the Convergence Gaps in Non-Strongly Convex Optimization by Directly Accelerated SVRG with Double Compensation and Snapshots, ICML, 2022.
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[4]Kaiwen Zhou, Fanhua Shang*, James Cheng. A Simple Stochastic Variance Reduced Algorithm with Fast Convergence Rates, ICML, 2018.
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[5]Yuanyuan Liu, Fanhua Shang*, James Cheng, Hong Cheng, Licheng Jiao. Accelerated First-order Methods for Geodesically Convex Optimization on Riemannian Manifolds, NIPS, 2017.
