Masaki Adachi
7 papers · 2022–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(14)
🗺️
Taxonomy Completionist
(14)
Conferences
AISTATS (4)
NIPS (3)
Top co-authors
Keywords
bayesian optimization
(4)
surrogate model
(2)
hyperparameter optimization
(1)
preference learning
(1)
explainable ai
(1)
gaussian process
(1)
exploration-exploitation tradeoff
(1)
batch selection
(1)
hyperparameter tuning
(1)
bayesian quadrature
(1)
model evidence
(1)
regret bound
(1)
acquisition function
(1)
human-ai collaboration
(1)
human expert
(1)
collaborative optimization
(1)
probabilistic numerics
(1)
adaptive batch
(1)
integration error
(1)
human-ai interaction
(1)
Papers
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
Principled Bayesian Optimization in Collaboration with Human Experts
NIPS 2024
Looping in the Human: Collaborative and Explainable Bayesian Optimization
AISTATS 2024
Adaptive Batch Sizes for Active Learning: A Probabilistic Numerics Approach
AISTATS 2024
Bayesian Optimisation with Unknown Hyperparameters: Regret Bounds Logarithmically Closer to Optimal
NIPS 2024
Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination
NIPS 2022