Search Results for author: Daniel Augusto de Souza

Found 2 papers, 2 papers with code

Date Published Github Stars

Actually Sparse Variational Gaussian Processes

1 code implementation • 11 Apr 2023 • Harry Jake Cunningham, Daniel Augusto de Souza, So Takao, Mark van der Wilk, Marc Peter Deisenroth

For large datasets, sparse GPs reduce these demands by conditioning on a small set of inducing variables designed to summarise the data.

Gaussian Processes

7
Paper
Code

Parallel MCMC Without Embarrassing Failures

1 code implementation • 22 Feb 2022 • Daniel Augusto de Souza, Diego Mesquita, Samuel Kaski, Luigi Acerbi

While efficient, this framework is very sensitive to the quality of subposterior sampling.

Active Learning Bayesian Inference

7
Paper
Code
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