Kentaro Kanamori
7 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
counterfactual explanation
(3)
actionable recourse
(2)
decision tree
(2)
causal discovery
(2)
mixed integer programming
(1)
mahalanobis distance
(1)
bayesian optimization
(1)
feature interaction
(1)
sparse additive model
(1)
contextual bandit
(1)
delayed feedback
(1)
causal graph
(1)
predictive performance
(1)
algorithmic recourse
(1)
random forest
(1)
local outlier factor
(1)
graph pruning
(1)
machine learning classifier
(1)
structural consistency
(1)
order-based learning
(1)
Papers
I-CAM-UV: Integrating Causal Graphs over Non-Identical Variable Sets Using Causal Additive Models with Unobserved Variables
AAAI 2026
Sparse Additive Model Pruning for Order-Based Causal Structure Learning
AAAI 2026
Algorithmic Recourse for Long-Term Improvement
ICML 2025
Learning Decision Trees and Forests with Algorithmic Recourse
ICML 2024
Counterfactual Explanation Trees: Transparent and Consistent Actionable Recourse with Decision Trees
AISTATS 2022
Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization
AAAI 2021
DACE: Distribution-Aware Counterfactual Explanation by Mixed-Integer Linear Optimization
IJCAI 2020