25.8k citations · 55.9k across the 29 of their papers we have counts for
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Preserving Semantics in Textual Adversarial Attacks
David Herel, Hugo Cisneros, Tomas Mikolov
The growth of hateful online content, or hate speech, has been associated with a global increase in violent crimes against minorities [23]. Harmful online content can be produced e…
Benchmarking Learning Efficiency in Deep Reservoir Computing
Hugo Cisneros, Josef Sivic, Tomas Mikolov
It is common to evaluate the performance of a machine learning model by measuring its predictive power on a test dataset. This approach favors complicated models that can smoothly…
Emergence of Novelty in Evolutionary Algorithms
David Herel, Dominika Zogatova, Matej Kripner +1
One of the main problems of evolutionary algorithms is the convergence of the population to local minima. In this paper, we explore techniques that can avoid this problem by encour…