「AIとデジタル環境の説明性と公平性にむけて」国際・学際ワークショップ
International Interdisciplinary Half-Day Workshop on Explainability and Fairness in AI and Digital Environments
無料／free of charge
要事前登録／pre-registration required
事前登録フォーム／pre-registration form
https://forms.gle/2nGGdDZF6BJLHMyTA
機械学習Fairness研究分野の次のお二人のゲストスピーカーを迎えて、学際会合を開催します。
(下にプロフィールがあります。）
We will host a meeting featuring the following two guest speakers in the field of machine learning fairness research.
・Catuscia Palamidessi (Inria, France)
・Ruta Binkyte (CISPA, Germany)
最新情報はウェブサイトをご覧ください。
See the Workshop Webpage for the updated information.
Web page: https://abelard.flet.keio.ac.jp/2025/1104_Workshop
日時／Date
2025年11月4日(火) 14:55-19:00
November 4th, 2025, Tue, 14:55-19:00
場所／Venue
慶應義塾大学三田キャンパス東別館 9階カンファレンス・ルーム（キャンパスマップの19番の建物）及びZoom
https://www.keio.ac.jp/ja/maps/mita.html
JR-田町駅、地下鉄三田駅、赤羽橋駅から徒歩8分
Conference room on the 9th floor of the East Annex of Mita-Campus of Keio University and Zoom
The East Annex is #19 on the campus map below:
https://www.keio.ac.jp/en/maps/mita.html
8-minute walk from Tamachi Station, 7-minute walk from Mita Station, 8-minute walk from Akabanebashi Station
プログラム／Program
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Opening Remark Koji Mineshima and Mitsuhiro Okada (Keio University, Japan) |
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第１部 Part 1 Some basic research reports towards explainability and fairness (Explanation, judgment, inference with pictures and diagrams) |
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| 15:00 - 15:20 |
Yuri Sato and Yuka Tosaka(*) (Ochanomizu University, Japan) Attention as Explanation: Human-AI Comparison in Aesthetic Judgments (*) the speaker |
| 15:20 - 15:35 |
Risako Ando et al. (Keio University, Japan) Evaluating LLMs’ logical reasoning ability with Euler diagrams |
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(Counterfactual fairness and logic) |
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| 15:35 - 15:55 |
Yuichiro Hosokawa (Gunma Prefectural Women’s University, Japan) Describing Counterfactual Fairness in Hybrid Temporal Logic |
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第２部 Part 2 Fairness and Explainability in ML-AI |
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| 16:00 | Introduction of the guest speakers by the coordinators |
| 16:10- 17:00 |
Catuscia Palamidessi (Inria and Ecole-Polytechnique, France)* Causality, Fairness, and Group Fairness (Tentative title) |
| 17:10 - 17:45 |
Ruta Binkyte (CISPA, Germany)** Self-introduction of recent research on ML fairness research- Fairness and Causal Interpretability (Tentative title) |
| 17:45 - 17:50 | Short break |
| 17:50 - 18:40 |
Ruta Binkyte (CISPA, Germany)** Interactional Fairness in LLM-Multi-Agent Systems |
| 18:40 - 18:55 |
Kentaro Ozeki (Keio University, Japan) Evaluating Normative Reasoning in Large Language Models |
| 18:55 | Concluding remarks by the coordinators |
| 19:00 | Closing |
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ゲストスピーカー略歴／Short profiles of the guest speakers (*) Catuscia Palamidessi Inria and Ecole Polytechnique, LIX. Working on Privacy, Formal Methods, and ML-Fairness. 2022 – Awarded the Inria – French Academy of Sciences Grand Prize. (**) Ruta Binkyte Postdoctoral researcher in AI Ethics and Safety at the Helmholtz Centre for Information Security (CISPA). Her background in Social Anthropology and Computer Science enables her to tackle complex socio-technical trade-offs in AI. She received her Ph.D under Catuscia Palamidessi’s supervision. |
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問い合わせ先／Contact
logic@abelard.flet.keio.ac.jp
主催／Organizing Institution
慶應義塾大学未来共生デザインセンター（The Center for Design of Future Symbiosis of Keio University）
https://www.carls.keio.ac.jp/symbiosis/
共催
KGRIチャレンジ・グラント：説明可能なコンピューティング環境の実現に向けて
https://www.kgri.keio.ac.jp/project/kgri/2024/C24-06.html
Organizing Committee
Hirohiko Abe
Risako Ando
Koji Mineshima*
Mitsuhiro Okada*
Kentaro Ozeki
(*) Co-chairs