ma921

PhD student in Machine Learning @OxfordML

Univeristy of OxfordOxford, England

Pinned Repositories

BayesianModelSelection
Repository for the paper "Bayesian Model Selection of Lithium-Ion Battery Models via Bayesian Quadrature"
Language:Jupyter Notebook9 2 02
AdaBatAL
(AISTATS 2024) "Adaptive Batch Sizes for Active Learning: A Probabilistic Numerics Approach"
10
BanditMaterialsExplorer
Bandit Optimization algorithms for materials exploration
Language:Jupyter Notebook21
BASQ
(NeurIPS 2022) Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination
Language:Python16 2 01
CoExBO
(AISTATS 2024) "Looping in the Human: Collaborative and Explainable Bayesian Optimization"
Language:Jupyter Notebook0 1 00
SOBER
Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration
Language:Jupyter Notebook18 2 22
XRDidentifier
Pytorch implementation of XRD spectral identification from COD database
Language:Python6 1 02

ma921/SOBER
Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration
Language:Jupyter Notebook18 2 22
ma921/BASQ
(NeurIPS 2022) Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination
Language:Python16 2 01
ma921/XRDidentifier
Pytorch implementation of XRD spectral identification from COD database
Language:Python6 1 02
ma921/BanditMaterialsExplorer
Bandit Optimization algorithms for materials exploration
Language:Jupyter Notebook21
ma921/AdaBatAL
(AISTATS 2024) "Adaptive Batch Sizes for Active Learning: A Probabilistic Numerics Approach"
10
ma921/CoExBO
(AISTATS 2024) "Looping in the Human: Collaborative and Explainable Bayesian Optimization"
Language:Jupyter Notebook0 1 00