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Towards Faster Rates and Oracle Property for Low-Rank Matrix Estimation.

, , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 2300-2309. JMLR.org, (2016)

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Clustered Support Vector Machines., and . AISTATS, volume 31 of JMLR Workshop and Conference Proceedings, page 307-315. JMLR.org, (2013)GIN: A Clustering Model for Capturing Dual Heterogeneity in Networked Data., , , , , , and . SDM, page 388-396. SIAM, (2015)Accelerated Stochastic Block Coordinate Descent with Optimal Sampling., and . KDD, page 2035-2044. ACM, (2016)Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep Neural Networks., and . CoRR, (2018)Local Relevance Weighted Maximum Margin Criterion for Text Classification., and . SDM, page 1136-1147. SIAM, (2009)Collaborative Filtering: Weighted Nonnegative Matrix Factorization Incorporating User and Item Graphs., , and . SDM, page 199-210. SIAM, (2010)Sample Efficient Policy Gradient Methods with Recursive Variance Reduction., , and . ICLR, OpenReview.net, (2020)Improving Adversarial Robustness Requires Revisiting Misclassified Examples., , , , , and . ICLR, OpenReview.net, (2020)On Trivial Solution and Scale Transfer Problems in Graph Regularized NMF., , and . IJCAI, page 1288-1293. IJCAI/AAAI, (2011)Understanding the Intrinsic Robustness of Image Distributions using Conditional Generative Models., , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 3883-3893. PMLR, (2020)