Shuhei Watanabe
5 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (9) πΊοΈ Taxonomy Completionist (12)
π
Trend Setter
Conferences
IJCAI (3)
AAAI (1)
AUTOML (1)
Top co-authors
Keywords
hyperparameter optimization
(4)
tree-structured parzen estimator
(2)
subspace analysis
(1)
knowledge transfer
(1)
bayesian optimization
(1)
multi-objective optimization
(1)
evolutionary algorithm
(1)
pearson divergence
(1)
functional anovum
(1)
task similarity
(1)
hyperparameter importance
(1)
warm starting
(1)
inequality constraint
(1)
black-box optimization
(1)
Papers
Fast Benchmarking of Asynchronous Multi-Fidelity Optimization on Zero-Cost Benchmarks
AUTOML 2024
c-TPE: Tree-structured Parzen Estimator with Inequality Constraints for Expensive Hyperparameter Optimization
IJCAI 2023
Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator
IJCAI 2023
PED-ANOVA: Efficiently Quantifying Hyperparameter Importance in Arbitrary Subspaces
IJCAI 2023
Warm Starting CMA-ES for Hyperparameter Optimization
AAAI 2021