Zobrazeno 1 - 2
of 2
pro vyhledávání: '"Sarussi, Roei"'
Autor:
Schvartzman, Ilan, Sarussi, Roei, Ashkenazi, Maor, kringel, Ido, Tocker, Yaniv, Shohet, Tal Furman
Malicious URL (Uniform Resource Locator) classification is a pivotal aspect of Cybersecurity, offering defense against web-based threats. Despite deep learning's promise in this area, its advancement is hindered by two main challenges: the scarcity o
Externí odkaz:
http://arxiv.org/abs/2501.00356
Can a neural network minimizing cross-entropy learn linearly separable data? Despite progress in the theory of deep learning, this question remains unsolved. Here we prove that SGD globally optimizes this learning problem for a two-layer network with
Externí odkaz:
http://arxiv.org/abs/2101.02533