Search Results for author: Petar M. Djurić

Found 3 papers, 1 papers with code

Dynamic Online Ensembles of Basis Expansions

no code implementations2 May 2024 Daniel Waxman, Petar M. Djurić

Practical Bayesian learning often requires (1) online inference, (2) dynamic models, and (3) ensembling over multiple different models.

Gaussian Processes

Bayesian Reconstruction of Fourier Pairs

1 code implementation9 Nov 2020 Felipe Tobar, Lerko Araya-Hernández, Pablo Huijse, Petar M. Djurić

Our aim is to address the lack of a principled treatment of data acquired indistinctly in the temporal and frequency domains in a way that is robust to missing or noisy observations, and that at the same time models uncertainty effectively.

Astronomy Audio Compression

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