Ibis2016

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Taiji Suzuki

IBIS2016企画セッション「統計理論」における発表資料

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Discussion AIの脆弱性についてIsao Takaesu

[ICLR2021 (spotlight)] Benefit of deep learning with non-convex noisy gradien...Taiji Suzuki

[NeurIPS2020 (spotlight)] Generalization bound of globally optimal non convex...Taiji Suzuki

深層学習の数理：カーネル法, スパース推定との接点Taiji Suzuki

Iclr2020: Compression based bound for non-compressed network: unified general...Taiji Suzuki

数学で解き明かす深層学習の原理Taiji Suzuki

深層学習の数理Taiji Suzuki

はじめての機械学習Taiji Suzuki

Empfohlen

Discussion AIの脆弱性についてIsao Takaesu

[ICLR2021 (spotlight)] Benefit of deep learning with non-convex noisy gradien...Taiji Suzuki

[NeurIPS2020 (spotlight)] Generalization bound of globally optimal non convex...Taiji Suzuki

深層学習の数理：カーネル法, スパース推定との接点Taiji Suzuki

Iclr2020: Compression based bound for non-compressed network: unified general...Taiji Suzuki

数学で解き明かす深層学習の原理Taiji Suzuki

深層学習の数理Taiji Suzuki

はじめての機械学習Taiji Suzuki

$Minimax optimal alternating minimization \\ for kernel nonparametric tensor l...$ $Minimax optimal alternating minimization \\ for kernel nonparametric tensor l...$

Minimax optimal alternating minimization \\ for kernel nonparametric tensor l...Taiji Suzuki

Sparse estimation tutorial 2014Taiji Suzuki

Stochastic Alternating Direction Method of MultipliersTaiji Suzuki

機械学習におけるオンライン確率的最適化の理論Taiji Suzuki

PAC-Bayesian Bound for Gaussian Process Regression and Multiple Kernel Additi...Taiji Suzuki

統計的学習理論チュートリアル: 基礎から応用まで (Ibis2012)Taiji Suzuki

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$Minimax optimal alternating minimization \\ for kernel nonparametric tensor l...$ $Minimax optimal alternating minimization \\ for kernel nonparametric tensor l...$

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$Minimax optimal alternating minimization \\ for kernel nonparametric tensor l...$ $Minimax optimal alternating minimization \\ for kernel nonparametric tensor l...$

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機械学習におけるオンライン確率的最適化の理論

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統計的学習理論チュートリアル: 基礎から応用まで (Ibis2012)

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