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2020 – today
- 2024
[c3]Masaki Adachi
, Satoshi Hayakawa, Martin Jørgensen, Xingchen Wan, Vu Nguyen, Harald Oberhauser, Michael A. Osborne:
Adaptive Batch Sizes for Active Learning: A Probabilistic Numerics Approach. AISTATS 2024: 496-504- [c2]Masaki Adachi, Brady Planden, David A. Howey, Michael A. Osborne, Sebastian Orbell, Natalia Ares, Krikamol Muandet, Siu Lun Chau:
Looping in the Human: Collaborative and Explainable Bayesian Optimization. AISTATS 2024: 505-513 - [i11]Juliusz Ziomek, Masaki Adachi, Michael A. Osborne:
Beyond Lengthscales: No-regret Bayesian Optimisation With Unknown Hyperparameters Of Any Type. CoRR abs/2402.01632 (2024) - [i10]Masaki Adachi, Satoshi Hayakawa, Martin Jørgensen, Saad Hamid, Harald Oberhauser, Michael A. Osborne:
A Quadrature Approach for General-Purpose Batch Bayesian Optimization via Probabilistic Lifting. CoRR abs/2404.12219 (2024) - [i9]Juliusz Ziomek, Masaki Adachi, Michael A. Osborne:
Bayesian Optimisation with Unknown Hyperparameters: Regret Bounds Logarithmically Closer to Optimal. CoRR abs/2410.10384 (2024) - [i8]Wenjie Xu, Masaki Adachi, Colin N. Jones, Michael A. Osborne:
Principled Bayesian Optimisation in Collaboration with Human Experts. CoRR abs/2410.10452 (2024) - [i7]Philipp Dechent, Elias Barbers, Simon Clark, Susanne Lehner, Brady Planden, Masaki Adachi, David A. Howey, Sabine Paarmann:
Demonstrating Linked Battery Data To Accelerate Knowledge Flow in Battery Science. CoRR abs/2410.23303 (2024) - 2023
- [i6]Masaki Adachi, Satoshi Hayakawa, Saad Hamid, Martin Jørgensen, Harald Oberhauser, Michael A. Osborne:
SOBER: Scalable Batch Bayesian Optimization and Quadrature using Recombination Constraints. CoRR abs/2301.11832 (2023) - [i5]Joachim Schaeffer, Paul Gasper, Esteban García Tamayo, Raymond Gasper, Masaki Adachi, Juan Pablo Gaviria-Cardona, Simon Montoya-Bedoya, Anoushka Bhutani, Andrew Schiek, Rhys Goodall, Rolf Findeisen, Richard D. Braatz, Simon Engelke:
Machine learning benchmarks for the classification of equivalent circuit models from solid-state electrochemical impedance spectra. CoRR abs/2302.03362 (2023) - [i4]Masaki Adachi, Satoshi Hayakawa, Xingchen Wan, Martin Jørgensen, Harald Oberhauser, Michael A. Osborne:
Domain-Agnostic Batch Bayesian Optimization with Diverse Constraints via Bayesian Quadrature. CoRR abs/2306.05843 (2023) - [i3]Masaki Adachi, Brady Planden, David A. Howey, Krikamol Muandet, Michael A. Osborne, Siu Lun Chau:
Looping in the Human: Collaborative and Explainable Bayesian Optimization. CoRR abs/2310.17273 (2023) - 2022
- [j1]Michio Takahashi, Masaki Adachi, Tomoya Hirota, Tomoko Nishimura, Hiroki Shinkawa, Hiroyuki Mori, Kazuhiko Nakamura:
Longitudinal association between addictive internet use and depression in early adolescents over a 2-year period: A study using a random intercept cross-lagged model. Comput. Hum. Behav. 132: 107251 (2022) - [c1]Masaki Adachi, Satoshi Hayakawa, Martin Jørgensen, Harald Oberhauser, Michael A. Osborne:
Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination. NeurIPS 2022 - [i2]Masaki Adachi, Satoshi Hayakawa, Martin Jørgensen, Harald Oberhauser, Michael A. Osborne:
Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination. CoRR abs/2206.04734 (2022) - [i1]Masaki Adachi, Yannick Kuhn, Birger Horstmann, Michael A. Osborne, David A. Howey:
Bayesian Model Selection of Lithium-Ion Battery Models via Bayesian Quadrature. CoRR abs/2210.17299 (2022)
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