Masaki Adachi

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 12

Top Topics

Bayesian Inference

Top Venues

Comput. Hum. Behav.

Publications

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)
Juliusz Ziomek, Masaki Adachi, Michael A. Osborne
Beyond Lengthscales: No-regret Bayesian Optimisation With Unknown Hyperparameters Of Any Type. CoRR (2024)
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)
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 (2024)
Masaki Adachi, Satoshi Hayakawa, Saad Hamid, Martin Jørgensen, Harald Oberhauser, Michael A. Osborne
SOBER: Scalable Batch Bayesian Optimization and Quadrature using Recombination Constraints. CoRR (2023)
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 (2023)
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 (2023)
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 (2023)
Masaki Adachi, Satoshi Hayakawa, Martin Jørgensen, Harald Oberhauser, Michael A. Osborne
Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination. CoRR (2022)
Masaki Adachi, Yannick Kuhn, Birger Horstmann, Michael A. Osborne, David A. Howey
Bayesian Model Selection of Lithium-Ion Battery Models via Bayesian Quadrature. CoRR (2022)
Masaki Adachi, Satoshi Hayakawa, Martin Jørgensen, Harald Oberhauser, Michael A. Osborne
Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination. NeurIPS (2022)
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 (2022)