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Taiji Suzuki
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Bunkyo-ku, Tokyo, Japan
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[ICLR2021 (spotlight)] Benefit of deep learning with non-convex noisy gradient descent
[ICLR2021 (spotlight)] Benefit of deep learning with non-convex noisy gradient descent
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[NeurIPS2020 (spotlight)] Generalization bound of globally optimal non convex neural network training: Transportation map estimation by infinite dimensional Langevin dynamics
[NeurIPS2020 (spotlight)] Generalization bound of globally optimal non convex neural network training: Transportation map estimation by infinite dimensional Langevin dynamics
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Iclr2020: Compression based bound for non-compressed network: unified generalization error analysis of large compressible deep neural network
Iclr2020: Compression based bound for non-compressed network: unified generalization error analysis of large compressible deep neural network
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![[ICLR2021 (spotlight)] Benefit of deep learning with non-convex noisy gradient descent](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)