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cs.LG2024
Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models
Michele Mastromattei, Fabio Massimo Zanzotto
Neural network pruning has become increasingly crucial due to the complexity of these models and their widespread use in various fields. Existing pruning algorithms often suffer fr…
cs.LG2012★ 13 cited
Distributed Tree Kernels
Fabio Massimo Zanzotto, Lorenzo Dell'Arciprete
In this paper, we propose the distributed tree kernels (DTK) as a novel method to reduce time and space complexity of tree kernels. Using a linear complexity algorithm to compute v…