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cond-mat.stat-mech2026
Large deviations for linear regressions
Silvia Bartolucci, Fabio Caccioli, Francesco Caravelli +1
Linear regression is one of the simplest and most widely used tools to learn patterns from data: it fits a set of coefficients so that a linear combination of predictors best match…
cond-mat.stat-mech2021
"Spectrally gapped" random walks on networks: a Mean First Passage Time formula
Silvia Bartolucci, Fabio Caccioli, Francesco Caravelli +1
We derive an approximate but explicit formula for the Mean First Passage Time of a random walker between a source and a target node of a directed and weighted network. The formula…