Kazuto Fukuchi
9 papers · 2017–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Core AI
(5)
Application Areas
(4)
Optimization & Theory
(4)
Core Methods
(2)
Learning Types
(2)
Computer Vision
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Security & Privacy
(1)
Analysis
(1)
Applications
(1)
Differential Privacy
(1)
Keywords
demographic parity
(2)
image classification
(1)
covariate shift
(1)
adversarial robustness
(1)
algorithmic fairness
(1)
concept-based explanation
(1)
false discovery rate
(1)
sim-to-real transfer
(1)
transfer learning
(1)
feature extraction
(1)
model misspecification
(1)
biased sampling
(1)
bias detection
(1)
robust reinforcement learning
(1)
robust optimization
(1)
statistical testing
(1)
machine learning
(1)
off-policy learning
(1)
worst-case optimization
(1)
causal inference
(1)
Papers
Harnessing the Power of Vicinity-Informed Analysis for Classification under Covariate Shift
AISTATS 2025
Meta Optimality for Demographic Parity Constrained Regression via Post-Processing
ICML 2025
Certified Defense for Content Based Image Retrieval
WACV 2023
Demographic Parity Constrained Minimax Optimal Regression under Linear Model
NeurIPS 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
NeurIPS 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