2 papers
cs.LG2026
Structured vs. Unstructured Pruning: An Exponential Gap
Davide Ferre', Frédéric Giroire, Frederik Mallmann-Trenn +1
The Strong Lottery Ticket Hypothesis (SLTH) states that large, randomly initialized neural networks contain sparse subnetworks capable of approximating a target function at initial…
stat.ML2024
On the Sparsity of the Strong Lottery Ticket Hypothesis
Emanuele Natale, Davide Ferre', Giordano Giambartolomei +2
Considerable research efforts have recently been made to show that a random neural network contains subnetworks capable of accurately approximating any given neural network tha…