Author

Sebastian Miron

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Jul 2026

Variational Low-rank Tensor Decomposition for Multisubject Spatiotemporal Data Analysis

This work introduces a spatiotemporal variational tensor decomposition (ST-VTD) framework that combines a tensor factorization generative model with structured priors to jointly represent spatial maps and temporal dynamics and significantly improves latent factor recovery.

L. Montaldo, R. Borsoi, Sebastian Miron et al. · arXiv.org · 0 citations