Multicoated and Folded Graph Neural Networks with Strong Lottery Tickets

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[PDF] arxiv.org

Partial Search in a Frozen Network is Enough to Find a Strong Lottery Ticket

H Otsuka, D Chijiwa, ÁL García-Arias, Y Okoshi… - arxiv preprint arxiv …, 2024 - arxiv.org
Randomly initialized dense networks contain subnetworks that achieve high accuracy
without weight learning--strong lottery tickets (SLTs). Recently, Gadhikar et al.(2023) …
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[PDF] openreview.net

Partially Frozen Random Networks Contain Compact Strong Lottery Tickets

H Otsuka, D Chijiwa, ÁL García-Arias, Y Okoshi… - Workshop on Machine … - openreview.net
Randomly initialized dense networks contain subnetworks that achieve high accuracy
without weight learning---strong lottery tickets (SLTs). Recently, Gadhikar et al …
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The Trichromatic Strong Lottery Ticket Hypothesis: Neural Compression With Three Primary Supermasks

ÁL García-Arias, Y Okoshi, H Otsuka, D Chijiwa… - Workshop on Machine … - openreview.net
The Strong Lottery Ticket Hypothesis (SLTH) demonstrated that a high-performing model
can be obtained just by pruning a randomly initialized dense neural network by optimizing a …
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