17 citations · 32 across the 14 of their papers we have counts for
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cs.LG2021
Regularization by Misclassification in ReLU Neural Networks
Elisabetta Cornacchia, Jan Hązła, Ido Nachum +1
We study the implicit bias of ReLU neural networks trained by a variant of SGD where at each step, the label is changed with probability to a random label (label smoothing bein…
math.PR2021★ 6 cited
Stochastic block model entropy and broadcasting on trees with survey
Emmanuel Abbe, Elisabetta Cornacchia, Yuzhou Gu +1
The limit of the entropy in the stochastic block model (SBM) has been characterized in the sparse regime for the special case of disassortative communities [COKPZ17] and for the cl…