Masaki Adachi
8 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Keywords
bayesian optimization
(5)
gaussian process
(3)
regret bound
(2)
surrogate model
(2)
preference learning
(1)
in-context learning
(1)
explainable ai
(1)
exploration-exploitation tradeoff
(1)
time series forecasting
(1)
batch selection
(1)
hyperparameter tuning
(1)
bayesian quadrature
(1)
model evidence
(1)
multi-armed bandit
(1)
acquisition function
(1)
human-ai collaboration
(1)
human expert
(1)
signature kernel
(1)
collaborative optimization
(1)
probabilistic numerics
(1)
Papers
Verbalizing LLM’s Higher-order Uncertainty via Imprecise Probabilities
UAI 2026
Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes
AISTATS 2025
Time-varying Gaussian Process Bandits with Unknown Prior
AISTATS 2025
Adaptive Batch Sizes for Active Learning: A Probabilistic Numerics Approach
AISTATS 2024
Bayesian Optimisation with Unknown Hyperparameters: Regret Bounds Logarithmically Closer to Optimal
NeurIPS 2024
Looping in the Human: Collaborative and Explainable Bayesian Optimization
AISTATS 2024
Principled Bayesian Optimization in Collaboration with Human Experts
NeurIPS 2024
Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination
NeurIPS 2022