Frontiers

Stochastic variational inference improves quantification of multiple timepoint arterial ...

Multiple-timepoint arterial spin labelling MRI is a non-invasive imaging technique that permits measurement of both cerebral blood flow and arterial transit time, the latter of which is an emerging ...
IEEE

Iterative Variational Bayesian Inference Based Channel Estimation for TWR mmWave Systems

Abstract: Millimeter wave (mmWave) with two way relaying (TWR) is an emerging paradigm towards cellular fifth/sixth generation (5G/6G) technology that can support various data hungry applications with ...
IEEE

Rethinking Variational Bayes in Community Detection From Graph Signal Perspective

Abstract: Methods based on variational bayes theorytare widely used to detect community structures in networks. In recent years, many related methods have emerged that provide valuable insights into ...
Europe PMC

Variational inference accelerates accurate DNA mixture deconvolution.

We investigate a class of DNA mixture deconvolution algorithms based on variational inference, and we show that this can significantly reduce computational runtimes with little or no effect on the ...
GitHub

WISER: Multimodal variational inference for full-waveform inversion without dimensionality ...

Code to reproduce results in Ziyi Yin, Rafael Orozco, Felix J. Herrmann, "WISER: Multimodal variational inference for full-waveform inversion without dimensionality reduction", published in Geophysics ...