Masahiro Nomura
5 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(12)
π₯
Unstoppable Β· Bronze
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Research topics
Keywords
hyperparameter optimization
(2)
adversarial learning
(1)
warm starting
(1)
off-policy evaluation
(1)
black-box optimization
(1)
gaussian processes
(1)
preference learning
(1)
knowledge transfer
(1)
weak supervision
(1)
markov chain monte carlo
(1)
gaussian process
(1)
gibbs sampling
(1)
off-policy learning
(1)
bayesian optimization
(1)
rating prediction
(1)
pairwise comparison
(1)
surrogate objective
(1)
evolutionary algorithm
(1)
selection bia
(1)
label-efficient learning
(1)
Papers
Instance-wise Supervision-level Optimization in Active Learning
CVPR 2025
Hyperparameter Optimization Can Even Be Harmful in Off-Policy Learning and How to Deal with It
IJCAI 2024
Towards Practical Preferential Bayesian Optimization with Skew Gaussian Processes
ICML 2023
Towards Resolving Propensity Contradiction in Offline Recommender Learning
IJCAI 2022
Warm Starting CMA-ES for Hyperparameter Optimization
AAAI 2021