14 citations · 19 across the 6 of their papers we have counts for
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cs.LG2023
Graph-based methods coupled with specific distributional distances for adversarial attack detection
Dwight Nwaigwe, Lucrezia Carboni, Martial Mermillod +2
Artificial neural networks are prone to being fooled by carefully perturbed inputs which cause an egregious misclassification. These \textit{adversarial} attacks have been the focu…
cs.LG2020
On the existence of the maximum likelihood estimate and convergence rate under gradient descent for multi-class logistic regression
Dwight Nwaigwe, Marek Rychlik
We revisit the problem of the existence of the maximum likelihood estimate for multi-class logistic regression. We show that one method of ensuring its existence is by assigning po…