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GitHub / ma921 2 repositories
PhD student in Machine Learning @OxfordML
ma921/SOBER
Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration
Language: Jupyter Notebook - Size: 33.1 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 17 - Forks: 2
ma921/AdaBatAL
(AISTATS 2024) "Adaptive Batch Sizes for Active Learning: A Probabilistic Numerics Approach"
Size: 4.88 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0
ma921/CoExBO
(AISTATS 2024) "Looping in the Human: Collaborative and Explainable Bayesian Optimization"
Language: Jupyter Notebook - Size: 4.97 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0
ma921/LLM-faithfulness
Language: Jupyter Notebook - Size: 1.61 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0
ma921/BASQ
(NeurIPS 2022) Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination
Language: Python - Size: 4.13 MB - Last synced: 6 months ago - Pushed: 7 months ago - Stars: 15 - Forks: 1
ma921/SOBER_anon
Language: Jupyter Notebook - Size: 8.75 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0
ma921/XRDidentifier
Pytorch implementation of XRD spectral identification from COD database
Language: Python - Size: 95.7 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 4 - Forks: 1
ma921/BanditMaterialsExplorer
Bandit Optimization algorithms for materials exploration
Language: Jupyter Notebook - Size: 18.3 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0