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Michael I. Jordan

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ROOT-SGD: Sharp Nonasymptotics and Asymptotic Efficiency in a Single Algorithm

Aug 28, 2020
Chris Junchi Li, Wenlong Mou, Martin J. Wainwright, Michael I. Jordan

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On Localized Discrepancy for Domain Adaptation

Aug 14, 2020
Yuchen Zhang, Mingsheng Long, Jianmin Wang, Michael I. Jordan

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Transferable Calibration with Lower Bias and Variance in Domain Adaptation

Jul 16, 2020
Ximei Wang, Mingsheng Long, Jianmin Wang, Michael I. Jordan

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Optimal Robust Linear Regression in Nearly Linear Time

Jul 16, 2020
Yeshwanth Cherapanamjeri, Efe Aras, Nilesh Tripuraneni, Michael I. Jordan, Nicolas Flammarion, Peter L. Bartlett

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Manifold Learning via Manifold Deflation

Jul 07, 2020
Daniel Ting, Michael I. Jordan

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Accelerated Message Passing for Entropy-Regularized MAP Inference

Jul 01, 2020
Jonathan N. Lee, Aldo Pacchiano, Peter Bartlett, Michael I. Jordan

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Projection Robust Wasserstein Distance and Riemannian Optimization

Jun 28, 2020
Tianyi Lin, Chenyou Fan, Nhat Ho, Marco Cuturi, Michael I. Jordan

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On Projection Robust Optimal Transport: Sample Complexity and Model Misspecification

Jun 26, 2020
Tianyi Lin, Zeyu Zheng, Elynn Y. Chen, Marco Cuturi, Michael I. Jordan

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On the Theory of Transfer Learning: The Importance of Task Diversity

Jun 20, 2020
Nilesh Tripuraneni, Michael I. Jordan, Chi Jin

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