(Bayesian) Generative Deep Learning enthusiast. Lately focussed on inference tasks and stochastic gradient MCMCs as an alternative to gradient descent.
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ClassificationSurrogates Public
"Classifier Surrogates: Sharing AI-based Searches with the World"
Jupyter Notebook UpdatedMar 17, 2025 -
AdamMCMC Public
"AdamMCMC: Combining Metropolis Adjusted Langevin with Momentum-based Optimization"
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csMALA Public
"Statistical guarantees for stochastic Metropolis-Hastings"
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how_to_bayesianise_your_NN Public
Quick tutorial on using BNN with Normalizing Flows
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Bayesiamplify Public
Redoing GANplification with Bayesian-CFM Generative Model.
Jupyter Notebook UpdatedAug 15, 2024