Kentaro Kanamori
7 papers · 2020–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (10)
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(10)
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Hot Topic Early Bird
Conferences
AAAI (3)
ICML (2)
AISTATS (1)
IJCAI (1)
Top co-authors
Keywords
counterfactual explanation
(3)
actionable recourse
(2)
causal discovery
(2)
mahalanobis distance
(1)
feature interaction
(1)
sparse additive model
(1)
decision tree
(1)
causal graph
(1)
mixed-integer programming
(1)
local outlier factor
(1)
graph pruning
(1)
machine learning classifier
(1)
structural consistency
(1)
order-based learning
(1)
mixed-integer linear optimization
(1)
ordered counterfactual
(1)
causal additive model
(1)
unobserved variable
(1)
interpretable machine learning
(1)
causal structure learning
(1)
Papers
Sparse Additive Model Pruning for Order-Based Causal Structure Learning
AAAI 2026
I-CAM-UV: Integrating Causal Graphs over Non-Identical Variable Sets Using Causal Additive Models with Unobserved Variables
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