555 citations · 1k across the 61 of their papers we have counts for
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cs.NE2023
Evolutionary Algorithms in the Light of SGD: Limit Equivalence, Minima Flatness, and Transfer Learning
Andrei Kucharavy, Rachid Guerraoui, Ljiljana Dolamic
Whenever applicable, the Stochastic Gradient Descent (SGD) has shown itself to be unreasonably effective. Instead of underperforming and getting trapped in local minima due to the…
cs.NE2020
Host-Pathongen Co-evolution Inspired Algorithm Enables Robust GAN Training
Andrei Kucharavy, El Mahdi El Mhamdi, Rachid Guerraoui
Generative adversarial networks (GANs) are pairs of artificial neural networks that are trained one against each other. The outputs from a generator are mixed with the real-world i…