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Issei Sato

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Binary Classification from Multiple Unlabeled Datasets via Surrogate Set Classification

Feb 01, 2021
Shida Lei, Nan Lu, Gang Niu, Issei Sato, Masashi Sugiyama

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Stable Weight Decay Regularization

Nov 24, 2020
Zeke Xie, Issei Sato, Masashi Sugiyama

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Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic Forgetting

Nov 24, 2020
Zeke Xie, Fengxiang He, Shaopeng Fu, Issei Sato, Dacheng Tao, Masashi Sugiyama

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Classification from Ambiguity Comparisons

Aug 03, 2020
Zhenghang Cui, Issei Sato

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Adai: Separating the Effects of Adaptive Learning Rate and Momentum Inertia

Jul 17, 2020
Zeke Xie, Xinrui Wang, Huishuai Zhang, Issei Sato, Masashi Sugiyama

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Diagnostic Uncertainty Calibration: Towards Reliable Machine Predictions in Medical Domain

Jul 07, 2020
Takahiro Mimori, Keiko Sasada, Hirotaka Matsui, Issei Sato

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