Kazuto Fukuchi
9 papers · 2017–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Conference Polyglot (6) π Academic Marathon (8) π Cross-Pollinator (8)
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Renaissance Researcher
(6)
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Trend Setter
Conferences
AAAI (2)
ICML (2)
NIPS (2)
AISTATS (1)
IJCAI (1)
WACV (1)
Top co-authors
Research topics
Keywords
causal inference
(1)
image classification
(1)
robust optimization
(1)
adversarial robustness
(1)
algorithmic fairness
(1)
concept-based explanation
(1)
false discovery rate
(1)
sim-to-real transfer
(1)
feature extraction
(1)
model misspecification
(1)
biased sampling
(1)
bias detection
(1)
robust reinforcement learning
(1)
statistical testing
(1)
machine learning
(1)
off-policy learning
(1)
worst-case optimization
(1)
deep learning model
(1)
distance metric
(1)
differential privacy
(1)
Papers
Meta Optimality for Demographic Parity Constrained Regression via Post-Processing
ICML 2025
Harnessing the Power of Vicinity-Informed Analysis for Classification under Covariate Shift
AISTATS 2025
Certified Defense for Content Based Image Retrieval
WACV 2023
Demographic Parity Constrained Minimax Optimal Regression under Linear Model
NIPS 2023
Statistically Significant Concept-based Explanation of Image Classifiers via Model Knockoffs
IJCAI 2023
Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification
NIPS 2022
Unsupervised Causal Binary Concepts Discovery with VAE for Black-Box Model Explanation
AAAI 2022
Faking Fairness via Stealthily Biased Sampling
AAAI 2020
Differentially Private Chi-squared Test by Unit Circle Mechanism
ICML 2017