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- W3197649637 abstract "Due to their perceived computational cost, Markov chain Monte Carlo (MCMC) methods have seen little recent application to Bayesian Neural Networks (BNNs). We show here that new continuous time MCMC methods can alleviate this cost, and allow for efficient sampling within BNNs. We propose a simplified version of the Stochastic Bouncy Particle Sampler, making it suitable to perform inference on both dense and convolutional networks. We introduce a new Python package that leverages modern GPU acceleration, allowing for flexible posterior distributions to be found without prohibitive time and compute restrictions." @default.
- W3197649637 created "2021-09-13" @default.
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- W3197649637 date "2021-01-01" @default.
- W3197649637 modified "2023-09-23" @default.
- W3197649637 title "Stochastic Bouncy Particle Sampler for Bayesian Neural Networks" @default.
- W3197649637 hasPublicationYear "2021" @default.
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