SAKATA Ayaka


Position

Associate Professor

Affiliation

Faculty of Core Research Natural Sciences Division

写真a

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Degree 【 display / non-display 】

  • 博士（学術）, 東京大学, 2011.03

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Campus Career 【 display / non-display 】

  • Faculty of Core Research Natural Sciences Division, Associate Professor, 2025.04 -

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Papers 【 display / non-display 】

  • The Effect of Optimal Self-Distillation in Noisy Gaussian Mixture Model

    NeurIPS2025 (The Thirty-Ninth Annual Conference on Neural Information Processing Systems), , 2025.12, Kaito Takanami, Takashi Takahashi, Ayaka Sakata, Original, Research paper (international conference proceedings), Coauthor

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Presentations 【 display / non-display 】

  • スプリアス相関および社会的バイアスの学習に与える効果

    高波海斗, 髙橋昂, 樺島祥介, 坂田綾香, Domestic, Oral presentation (general), 2026.03, , 日本物理学会2026年春季大会, Not Invited, Coauthor

  • スパース性に対するプライバシー保護とノイズ設計

    丹澤春香, 坂田綾香, Domestic, Poster presentation, 2026.03, , 日本統計学会第20回春季集会, Not Invited, Coauthor

  • Transition from positional learning to semantic learning induced by quantization

    Shuhei Kashiwamura, Ayaka Sakata, Masaaki Imaizumi, Domestic, Poster presentation, 2026.03, , Workshop on Functional Inference and Machine Intelligence 2026, Not Invited, Coauthor

  • スパース性に対するプライバシー保護とノイズ設計

    丹澤春香, 坂田綾香, Domestic, Poster presentation, 2026.02, , 第2回：計算技術による学際的統計解析ワークショップ(ISACT2026), Not Invited, Coauthor

  • 非凸関数最小化問題に対する1RSB近似確率伝搬法

    坂田綾香, Xiaosi Gu, 小渕智之, Domestic, Oral presentation (invited, special), 2026.02, , 理研AIP数理科学チーム合宿, Invited, Main Speaker

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