[Date]:2024/09/24～2024/09/27

Study on Counterfactual Explanation for Practical Implementation｜2024a032

Overview

• How to hold: Hybrid Meeting (In-person/Zoom)
• Venue:   IMI Conference Room (W1-D-414), West Zone 1 & Lecture Room M（West Zone 1-C5th floor）C512, West Zone 1, Ito campus
• Main language: Japanese
• Type/Category: Grant for Young Researchers and Students-Short-term Joint Research
• Title of Research Project: Study on Counterfactual Explanation for Practical Implementation
• Principal Investigator: Ken Kobayashi（Tokyo Institute of Technology / Assistant Professor）
• Research Period: September 24, 2024.- September 27, 2024. (December details to be determined.)
• Open to the Public: September 24, 2024.-September 25, 2024. (December details to be determined.)
• Details of the Research Plan: https://joint1.imi.kyushu-u.ac.jp/en_research_chooses/view/2024a032

Program

September 24, 2024.　【Open】Conference Room

13：00-13：45

Speaker：Satoshi Hara (The University of Electro-Communications)

Title:Explainability and Fairness in Machine Learning

14：00-14：45

Speaker:Kentaro Kanamori (Fujitsu Limited)

Title:Counterfactual Explanation and Algorithmic Recourse

15：00-15：45(Online presentation via Zoom)

Speaker:Keita Kawakami (University of Tsukuba)

Title:Improved Method for Counterfactual Explanation Considering Feature Distribution and Outliers

16：00-16：45(Online presentation via Zoom)

Speaker:Shoki Yamao (Tokyo Institute of Technology)

Title:Distribution-aligned Sequential Counterfactual Explanation

September 25, 2024.　【Open】Conference Room

9：30-10：15

Speaker:Takuya Takagi (Fujitsu Limited)

Title:Enumeration of machine learning models and construction of the Rashomon set

10：30-11：15

Speaker:Ken Kobayashi (Tokyo Institute of Technology)

Title:Interpretable Clustering for Time Series Data

11：30-12：15

Speaker:Yuichi Ike (Kyushu University)

Title:Counterfactual Explanation with Topological Data Analysis

September 26, 2024. 【Closed】Lecture Room M

10：00-12：00

13：00-17：00

September 27, 2024. 【Closed】Lecture Room M (optional participation)

10：00-12：00

13：00-17：00

Registration

Advance registration is required. 
Free participation fee.
(Registration also requires Organizing Committee members and speakers.)
Registration may be closed when the number of participants reaches the maximum.

＼Please go to the following link for registration.／

Participants via Zoom (online)

For online or hybrid (online+face to face) meeting via Zoom

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Joint Research Center for Advanced and Fundamental Mathematics-for-Industry, Institute of Mathematics for Industry, Kyushu University
imikyoten(at)jimu.kyushu-u.ac.jp
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About Zoom

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https://zoom.us/download#client_4meeting

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https://zoom.nissho-ele.co.jp/blog/manual/zoom-install.html