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cs.LG2025
Probabilistic Forecasting via Autoregressive Flow Matching
Ahmed ElGazzar, Marcel van Gerven
In this work, we propose FlowTime, a generative model for probabilistic forecasting of multivariate timeseries data. Given historical measurements and optional future covariates, w…
cs.LG2021★ 13 cited
Dynamic Adaptive Spatio-temporal Graph Convolution for fMRI Modelling
Ahmed El-Gazzar, Rajat Mani Thomas, Guido van Wingen
The characterisation of the brain as a functional network in which the connections between brain regions are represented by correlation values across time series has been very popu…