12 citations · 31 across the 9 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2026
Weight Clustering Reveals the Importance of Relative Rank in Large Language Models
Borja Aizpurua, Sukhbinder Singh, Román Orús
Large language models (LLMs) contain billions of parameters, but many exact weight values are not essential. We apply scalar -means clustering to pretrained models, replacing ea…
cs.LG2024★ 9 cited
Tensor Networks for Explainable Machine Learning in Cybersecurity
Borja Aizpurua, Samuel Palmer, Roman Orus
In this paper we show how tensor networks help in developing explainability of machine learning algorithms. Specifically, we develop an unsupervised clustering algorithm based on M…