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Tengyu Ma

Heteroskedastic and Imbalanced Deep Learning with Adaptive Regularization

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Jun 29, 2020
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Active Online Domain Adaptation

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Jun 25, 2020
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Federated Accelerated Stochastic Gradient Descent

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Jun 19, 2020
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Shape Matters: Understanding the Implicit Bias of the Noise Covariance

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Jun 18, 2020
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Self-training Avoids Using Spurious Features Under Domain Shift

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Jun 17, 2020
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Model-based Adversarial Meta-Reinforcement Learning

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Jun 16, 2020
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MOPO: Model-based Offline Policy Optimization

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May 27, 2020
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Robust and On-the-fly Dataset Denoising for Image Classification

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Apr 09, 2020
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Optimal Regularization Can Mitigate Double Descent

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Mar 04, 2020
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The Implicit and Explicit Regularization Effects of Dropout

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Mar 02, 2020
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