Sho Takemori
10 papers · 2020–2025 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (26) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver
π
Grand Slam
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(9)
Mathematics & Optimization
(6)
Learning Types
(6)
Optimization
(6)
Optimization & Theory
(6)
Artificial Intelligence
(3)
Data Science & Analytics
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Core AI
(1)
Core Methods
(1)
Keywords
regret bound
(3)
multi-armed bandit
(3)
kernelized bandit
(2)
gaussian process
(2)
online learning
(2)
reproducing kernel hilbert space
(1)
best arm identification
(1)
semi-supervised learning
(1)
bayesian optimization
(1)
arm selection
(1)
quantum computing
(1)
kernel mean embedding
(1)
cost-sensitive learning
(1)
risk aversion
(1)
online optimization
(1)
upper confidence bound
(1)
expected improvement
(1)
contextual bandit
(1)
acquisition function
(1)
adversarial learning
(1)
Papers
Adaptive LLM Routing under Budget Constraints
EMNLP 2025
Instance-Optimal Pure Exploration for Linear Bandits on Continuous Arms
ICML 2025
Regional Expected Improvement for Efficient Trust Region Selection in High-Dimensional Bayesian Optimization
AAAI 2025
Model-Based Best Arm Identification for Decreasing Bandits
AISTATS 2024
Quantum Kernelized Bandits
UAI 2024
Selective Mixup Fine-Tuning for Optimizing Non-Decomposable Objectives
ICLR 2024
Cost-Sensitive Self-Training for Optimizing Non-Decomposable Metrics
NeurIPS 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