3 papers
cond-mat.dis-nn2024★ 5 cited
Restoring balance: principled under/oversampling of data for optimal classification
Emanuele Loffredo, Mauro Pastore, Simona Cocco +1
Class imbalance in real-world data poses a common bottleneck for machine learning tasks, since achieving good generalization on under-represented examples is often challenging. Mit…
cond-mat.stat-mech2023
Evolutionary Dynamics of a Lattice Dimer: a Toy Model for Stability vs. Affinity Trade-offs in Proteins
Emanuele Loffredo, Elisabetta Vesconi, Rostam Razban +4
Understanding how a stressor applied on a biological system shapes its evolution is key to achieving targeted evolutionary control. Here we present a toy model of two interacting l…
cond-mat.stat-mech2023★ 6 cited
Collective response to local perturbations: how to evade threats without losing coherence
Emanuele Loffredo, Davide Venturelli, Irene Giardina
Living groups move in complex environments and are constantly subject to external stimuli, predatory attacks and disturbances. An efficient response to such perturbations is vital…