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Pierro, Alessandro
3 publications
ICML
2025
Accelerating Linear Recurrent Neural Networks for the Edge with Unstructured Sparsity
Alessandro Pierro
,
Steven Abreu
,
Jonathan Timcheck
,
Philipp Stratmann
,
Andreas Wild
,
Sumit Bam Shrestha
ICLRW
2025
Sparse and Wide Linear RNNs Are at the Efficiency-Performance Pareto Front
Alessandro Pierro
,
Steven Abreu
,
Jonathan Timcheck
,
Philipp Stratmann
,
Sumit Bam Shrestha
ICMLW
2024
Mamba-PTQ: Outlier Channels in Recurrent Large Language Models
Alessandro Pierro
,
Steven Abreu