activity
20102023
most citedBinarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

2.2k citations · 5.9k across the 41 of their papers we have counts for

collaborators
Showing 2010Show all

2 papers · 1 filter

cs.LG2010★ 2 cited

On the Foundations of Adversarial Single-Class Classification

Ran El-Yaniv, Mordechai Nisenson

Motivated by authentication, intrusion and spam detection applications we consider single-class classification (SCC) as a two-person game between the learner and an adversary. In t…

cs.AI2010★ 4 cited

Hierarchical Multiclass Decompositions with Application to Authorship Determination

Ran El-Yaniv, Noam Etzion-Rosenberg

This paper is mainly concerned with the question of how to decompose multiclass classification problems into binary subproblems. We extend known Jensen-Shannon bounds on the Bayes…