Masayuki Karasuyama
15 papers · 2009–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
πΊοΈ
Taxonomy Completionist
(10)
π
Conference Polyglot
(4)
π
Keyword Champion
ποΈ
Keyword Collector
(66)
π
Trend Setter
π
Century Club
(15)
Conferences
ICML (9)
NIPS (3)
AISTATS (2)
AAAI (1)
Top co-authors
Keywords
bayesian optimization
(8)
gaussian process
(3)
acquisition function
(3)
max-value entropy search
(2)
preference learning
(2)
gaussian processes
(2)
multi-objective optimization
(2)
cross validation
(1)
manifold learning
(1)
semi-supervised learning
(1)
constrained optimization
(1)
markov chain monte carlo
(1)
graph structure
(1)
incremental learning
(1)
black-box optimization
(1)
generalization error
(1)
gibbs sampling
(1)
graph-based learning
(1)
sparse modeling
(1)
mutual information
(1)
Papers
Pareto-frontier Entropy Search with Variational Lower Bound Maximization
ICML 2025
Multi-Objective Bayesian Optimization with Active Preference Learning
AAAI 2024
Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds
ICML 2024
Towards Practical Preferential Bayesian Optimization with Skew Gaussian Processes
ICML 2023
A stopping criterion for Bayesian optimization by the gap of expected minimum simple regrets
AISTATS 2023
Randomized Gaussian Process Upper Confidence Bound with Tighter Bayesian Regret Bounds
ICML 2023
Bayesian Optimization for Distributionally Robust Chance-constrained Problem
ICML 2022
Sequential and Parallel Constrained Max-value Entropy Search via Information Lower Bound
ICML 2022
Multi-objective Bayesian Optimization using Pareto-frontier Entropy
ICML 2020
Multi-fidelity Bayesian Optimization with Max-value Entropy Search and its Parallelization
ICML 2020
Factor Analysis on a Graph
AISTATS 2018
Simultaneous Safe Screening of Features and Samples in Doubly Sparse Modeling
ICML 2016
Regularization Path of Cross-Validation Error Lower Bounds
NIPS 2015
Manifold-based Similarity Adaptation for Label Propagation
NIPS 2013
Multiple Incremental Decremental Learning of Support Vector Machines
NIPS 2009