Sho Takemori
10 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (7)
π
Academic Marathon
(5)
π
Cross-Pollinator
(14)
π
Grand Slam
π
Century Club
(10)
Conferences
ICML (3)
UAI (2)
AAAI (1)
AISTATS (1)
EMNLP (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
multi-armed bandit
(3)
regret bound
(2)
online learning
(2)
gaussian process
(2)
online optimization
(1)
arm selection
(1)
bayesian optimization
(1)
best arm identification
(1)
kernel mean embedding
(1)
cost-sensitive learning
(1)
risk aversion
(1)
contextual bandit
(1)
conditional value-at-risk
(1)
acquisition function
(1)
deep neural network
(1)
trust region
(1)
approximation theory
(1)
recommender system
(1)
budget constraint
(1)
adversarial bandit
(1)
Papers
Regional Expected Improvement for Efficient Trust Region Selection in High-Dimensional Bayesian Optimization
AAAI 2025
Instance-Optimal Pure Exploration for Linear Bandits on Continuous Arms
ICML 2025
Adaptive LLM Routing under Budget Constraints
EMNLP 2025
Model-Based Best Arm Identification for Decreasing Bandits
AISTATS 2024
Selective Mixup Fine-Tuning for Optimizing Non-Decomposable Objectives
ICLR 2024
Quantum Kernelized Bandits
UAI 2024
Cost-Sensitive Self-Training for Optimizing Non-Decomposable Metrics
NIPS 2022
Distributionally-Aware Kernelized Bandit Problems for Risk Aversion
ICML 2022
Approximation Theory Based Methods for RKHS Bandits
ICML 2021
Submodular Bandit Problem Under Multiple Constraints
UAI 2020