Hiroyuki Hanada
4 papers · 2016–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird
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Research topics
Keywords
privacy-preserving machine learning
(1)
active learning
(1)
logistic regression
(1)
empirical risk minimization
(1)
gaussian process
(1)
secure multi-party computation
(1)
gaussian process regression
(1)
parametric programming
(1)
bayesian optimization
(1)
multi-objective optimization
(1)
sparse model
(1)
statistical significance
(1)
interpretable model
(1)
approximation guarantee
(1)
pareto front
(1)
risk measure
(1)
selective inference
(1)
input uncertainty
(1)
distributionally robust learning
(1)
secure approximation guarantee
(1)
Papers
Distributionally Robust Active Learning for Gaussian Process Regression
ICML 2025
Bounding Box-based Multi-objective Bayesian Optimization of Risk Measures under Input Uncertainty
AISTATS 2024
Fast and More Powerful Selective Inference for Sparse High-Order Interaction Model
AAAI 2022
Secure Approximation Guarantee for Cryptographically Private Empirical Risk Minimization
ACML 2016