ma921

Masaki Adachi's repositories

Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration

Language:Jupyter NotebookBSD-3-Clause18 2 2

(NeurIPS 2022) Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination

Language:PythonBSD-3-Clause16 20

Pytorch implementation of XRD spectral identification from COD database

Language:Python6 10

Bandit Optimization algorithms for materials exploration

Language:Jupyter Notebook200

(AISTATS 2024) "Adaptive Batch Sizes for Active Learning: A Probabilistic Numerics Approach"

100

(AISTATS 2024) "Looping in the Human: Collaborative and Explainable Bayesian Optimization"

Language:Jupyter NotebookBSD-3-Clause010