Organized Session

[2C3-OS-9a] 人工知能におけるプライバシー，公平性，説明責任，透明性への学際的アプローチ(1/2)

Wed. Jun 9, 2021 1:20 PM - 2:20 PM Room C (TS / OS room 1)

座長：福地一斗（筑波大学）

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1:20 PM - 1:40 PM

[2C3-OS-9a-01] Which are Differential Treatment Morally Bad?

Consideration of statistical discrimination in the area of insurance

〇Haruka Maeda^1,2,3 (1. The University of Tokyo Graduate School, 2. RIKEN Center for Advanced Intelligence Project, 3. Japan Society for the Promotion of Science)

1:40 PM - 2:00 PM

[2C3-OS-9a-02] Fair causal effect using Social Welfare Function

〇Keita Kinjo¹ (1. Kyoritsu Women's University, Faculty of Business)

2:00 PM - 2:20 PM

[2C3-OS-9a-03] Mitigating Unconscious Biases by Machine Teaching and Fairness-aware Machine Learning

〇Mingzhe Yang¹, Hiromi Arai², Yukino Baba¹ (1. University of Tsukuba, 2. RIKEN)

Organized Session

[2C4-OS-9b] 人工知能におけるプライバシー，公平性，説明責任，透明性への学際的アプローチ(2/2)

Wed. Jun 9, 2021 3:20 PM - 4:40 PM Room C (TS / OS room 1)

座長：福地一斗（筑波大学）

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3:20 PM - 3:40 PM

[2C4-OS-9b-01] Trustworthy AI in the Public Sector: Opportunities, Risks, and Recommendations

〇Fumiko Kudo¹ (1. Osaka University)

3:40 PM - 4:00 PM

[2C4-OS-9b-02] A Study on Interactive, Contrastive Explanation in Explainable AI

From the Philosophical Perspectives of Explanation and Causation

〇Koshi Hamamoto^1,2, Jun Kuzuya², Hiromi Arai^2,3 (1. Hitotsubashi University, 2. RIKEN, 3. Japan Science and Technology Agency)

4:00 PM - 4:20 PM

[2C4-OS-9b-03] A survey on social acceptability according to the type of personal data utilization

〇Soichiro Morishita¹, Masanori Takano¹, Hideaki Takeda², Fumiaki Taka³, Yuki Ogawa⁴ (1. CyberAgent, Inc., 2. NII, 3. Kanagawa Univ., 4. Ritsumeikan Univ.)

4:20 PM - 4:40 PM

[2C4-OS-9b-04] A Study to model the trust of AI services using personal data

〇Takashi Suyama¹, Arisa Ema¹ (1. the University of Tokyo)

Sessions

Organized Session » OS-9