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Kanamori, Kentaro
7 publications
ICML
2025
Algorithmic Recourse for Long-Term Improvement
Kentaro Kanamori
,
Ken Kobayashi
,
Satoshi Hara
,
Takuya Takagi
NeurIPS
2025
Learning Gradient Boosted Decision Trees with Algorithmic Recourse
Kentaro Kanamori
,
Ken Kobayashi
,
Takuya Takagi
ICML
2024
Learning Decision Trees and Forests with Algorithmic Recourse
Kentaro Kanamori
,
Takuya Takagi
,
Ken Kobayashi
,
Yuichi Ike
ECML-PKDD
2023
Learning Locally Interpretable Rule Ensemble
Kentaro Kanamori
AISTATS
2022
Counterfactual Explanation Trees: Transparent and Consistent Actionable Recourse with Decision Trees
Kentaro Kanamori
,
Takuya Takagi
,
Ken Kobayashi
,
Yuichi Ike
AAAI
2021
Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization
Kentaro Kanamori
,
Takuya Takagi
,
Ken Kobayashi
,
Yuichi Ike
,
Kento Uemura
,
Hiroki Arimura
IJCAI
2020
DACE: Distribution-Aware Counterfactual Explanation by Mixed-Integer Linear Optimization
Kentaro Kanamori
,
Takuya Takagi
,
Ken Kobayashi
,
Hiroki Arimura