[4M1-GS-2a] Machine learning | The 40th Annual Conference of the Japanese Society for Artificial Intelligence, 2026

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Session Details

General SessionGeneral session : GS-2 Machine learning

[4M1-GS-2a]Machine learning

Thu. Jun 11, 2026 9:00 AM - 10:30 AM JST
Thu. Jun 11, 2026 12:00 AM - 1:30 AM UTC

Room M(Middle room 302A)

9:00 AM - 9:15 AM JST(12:00 AM - 12:15 AM UTC)

[4M1-GS-2a-01]Hybrid Evolutionary Approach for the Multiobjective Patrolling Problem

〇Takeru Yamanaka¹, Fumito Kudo¹, Muneaki Ohshima², Masaki Tomisawa¹, Hiroaki Tohyama¹ (1. Maebashi Institute of Technology, 2. Ikuei Junior College)

9:15 AM - 9:30 AM JST(12:15 AM - 12:30 AM UTC)

[4M1-GS-2a-02]Constrained Preferential Batch Bayesian Optimization

〇Koki Iwai¹, Yusuke Kumagae¹, Yuki Koyama², Masahiro Hamasaki², Masataka Goto² (1. Hakuhodo DY Holdings Inc., 2. National Institute of Advanced Industrial Science and Technology (AIST))

9:30 AM - 9:45 AM JST(12:30 AM - 12:45 AM UTC)

[4M1-GS-2a-03]A Study on Constructing Regression Models from Preference Weights to the Pareto Front via Optimal Transport

〇Hideyuki Masui¹ (1. Mitsubishi Electric Corporation)

9:45 AM - 10:00 AM JST(12:45 AM - 1:00 AM UTC)

[4M1-GS-2a-04]Indistinguishable Subset Discovery using Wasserstein Distance

〇Masataka Ushiku¹ (1. Hakuhodo DY Holdings Inc.)

10:00 AM - 10:15 AM JST(1:00 AM - 1:15 AM UTC)

[4M1-GS-2a-05]Level-Set Estimation Based on Observation Noise for Tuning Parameters of Machine Tools

〇Renshi Nagasawa¹, Hideyuki Masui¹, Koki Nakane¹, Yu Inatsu², Masayuki Karasuyama² (1. Mitsubishi Electric Corporation, 2. Nagoya Institute of Technology)

10:15 AM - 10:30 AM JST(1:15 AM - 1:30 AM UTC)

[4M1-GS-2a-06]Revisiting the Definition of a Region of Interest in Preference-based Evolutionary Multi-objective Optimization

〇Ryuichi Mogami¹, Ryoji Tanabe¹ (1. Yokohama National University)

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