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Kentaro Kanamori
Kentaro Kanamori
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DACE: Distribution-Aware Counterfactual Explanation by Mixed-Integer Linear Optimization.
K Kanamori, T Takagi, K Kobayashi, H Arimura
IJCAI, 2855-2862, 2020
1292020
Ordered counterfactual explanation by mixed-integer linear optimization
K Kanamori, T Takagi, K Kobayashi, Y Ike, K Uemura, H Arimura
Proceedings of the AAAI conference on artificial intelligence 35 (13), 11564 …, 2021
382021
Counterfactual explanation trees: Transparent and consistent actionable recourse with decision trees
K Kanamori, T Takagi, K Kobayashi, Y Ike
International Conference on Artificial Intelligence and Statistics, 1846-1870, 2022
212022
Fairness-aware decision tree editing based on mixed-integer linear optimization
K Kanamori, H Arimura
Transactions of the Japanese Society for Artificial Intelligence 36 (4), B …, 2021
42021
Counterfactual explanation with missing values
K Kanamori, T Takagi, K Kobayashi, Y Ike
arXiv preprint arXiv:2304.14606, 2023
22023
Computing the Collection of Good Models for Rule Lists
K Mata, K Kanamori, H Arimura
arXiv preprint arXiv:2204.11285, 2022
22022
Distribution-Aware Counterfactual Explanation by Mixed-Integer Linear Optimization
K Kanamori, T Takagi, K Kobayashi, H Arimura
Transactions of the Japanese Society for Artificial Intelligence 36 (6), C …, 2021
12021
Enumeration of Distinct Support Vectors for Interactive Decision Making
K Kanamori, S Hara, M Ishihata, H Arimura
arXiv preprint arXiv:1906.01876, 2019
12019
Learning Locally Interpretable Rule Ensemble
K Kanamori
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
2023
Recommendation method and information processing apparatus
T Takagi, K Kobayashi, K Kanamori
US Patent App. 18/089,574, 2023
2023
ÔYÔ SÛRI
CY Sugitani, H Kodani, K Suetake, K Kanamori, T Takagi
応用数理 33 (4), 231, 2023
2023
Studies on Explainable Machine Learning Based on Integer Linear Optimization
金森憲太朗
北海道大学, 2022
2022
Enumeration of Distinct Support Vectors for Model Selection
K Kanamori, S Hara, M Ishihata, H Arimura
IEICE Technical Report; IEICE Tech. Rep. 118 (81), 81-88, 2018
2018
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Artiklar 1–13