4 citations · 4 across the 3 of their papers we have counts for
3 papers
Partially Frozen Random Networks Contain Compact Strong Lottery Tickets
Hikari Otsuka, Daiki Chijiwa, Ángel López García-Arias +6
Randomly initialized dense networks contain subnetworks that achieve high accuracy without weight learning--strong lottery tickets (SLTs). Recently, Gadhikar et al. (2023) demonstr…
Multicoated and Folded Graph Neural Networks with Strong Lottery Tickets
Jiale Yan, Hiroaki Ito, Ángel López García-Arias +5
The Strong Lottery Ticket Hypothesis (SLTH) demonstrates the existence of high-performing subnetworks within a randomly initialized model, discoverable through pruning a convolutio…
Hidden-Fold Networks: Random Recurrent Residuals Using Sparse Supermasks
Ángel López García-Arias, Masanori Hashimoto, Masato Motomura +1
Deep neural networks (DNNs) are so over-parametrized that recent research has found them to already contain a subnetwork with high accuracy at their randomly initialized state. Fin…