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20182026
most citedAll You Need is a Good Functional Prior for Bayesian Deep Learning

22 citations · 60 across the 10 of their papers we have counts for

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cs.LG2026

ALICE: In-context, Zero-shot, Mutual Information Estimation

Giulio Franzese, Simone Rossi, Pietro Michiardi

Estimating mutual information (MI) from samples is a central objective in a variety of scientific fields. Modern neural estimators are accurate in the large-data regime, but they f…

cs.LG2023★ 4 cited

Continuous-Time Functional Diffusion Processes

Giulio Franzese, Giulio Corallo, Simone Rossi +3

We introduce Functional Diffusion Processes (FDPs), which generalize score-based diffusion models to infinite-dimensional function spaces. FDPs require a new mathematical framework…