Amit Daniely

activity

20162026

most citedToward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity

187 citations · 187 across the 3 of their papers we have counts for

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cs.LG2025

Existence of Adversarial Examples for Random Convolutional Networks via Isoperimetric Inequalities on $so (d)$

Amit Daniely

We show that adversarial examples exist for various random convolutional networks, and furthermore, that this is a relatively simple consequence of the isoperimetric inequality on…

stat.ML2025

Online Learning of Neural Networks

Amit Daniely, Idan Mehalel, Elchanan Mossel

We study online learning of feedforward neural networks with the sign activation function that implement functions from the unit ball in $R^{d}$ to a finite label set $\{1,…

Existence of Adversarial Examples for Random Convolutional Networks via Isoperimetric Inequalities on so(d)

Online Learning of Neural Networks

Existence of Adversarial Examples for Random Convolutional Networks via Isoperimetric Inequalities on $so (d)$