Ken Kobayashi

Ken Kobayashi

Tokyo Institute of Technology - Tokyo / Japan
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 4519454
東京工業大学
person_outline Ken Kobayashi's MOST POPULAR ARTICLES
1-) DACE: Distribution-aware counterfactual explanation by mixed-integer linear optimization.K Kanamori, T Takagi, K Kobayashi, H ArimuraIJCAI, 2855-2862, 2020
2-) Mixed integer quadratic optimization formulations for eliminating multicollinearity based on variance inflation factorR Tamura, K Kobayashi, Y Takano, R Miyashiro, K Nakata, T MatsuiJournal of Global Optimization 73, 431-446, 20191122019
3-) Best subset selection for eliminating multicollinearityR Tamura, K Kobayashi, Y Takano, R Miyashiro, K Nakata, T MatsuiJournal of the Operations Research Society of Japan 60 (3), 321-336, 2017462017
4-) Ordered Counterfactual Explanation by Mixed-Integer Linear OptimizationK Kanamori, T Takagi, K Kobayashi, Y Ike, K Uemura, H ArimuraProceedings of the AAAI Conference on Artificial Intelligence 35 (13), 11564 …, 2021472021
5-) Counterfactual explanation trees: Transparent and consistent actionable recourse with decision treesK Kanamori, T Takagi, K Kobayashi, Y IkeInternational Conference on Artificial Intelligence and Statistics, 1846-1870, 2022332022