2 citations · 2 across the 1 of their papers we have counts for
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stat.ML2017
EDEN: Evolutionary Deep Networks for Efficient Machine Learning
Emmanuel Dufourq, Bruce A. Bassett
Deep neural networks continue to show improved performance with increasing depth, an encouraging trend that implies an explosion in the possible permutations of network architectur…
cs.NE2017
Text Compression for Sentiment Analysis via Evolutionary Algorithms
Emmanuel Dufourq, Bruce A. Bassett
Can textual data be compressed intelligently without losing accuracy in evaluating sentiment? In this study, we propose a novel evolutionary compression algorithm, PARSEC (PARts-of…
cs.NE2017★ 2 cited
Automated Problem Identification: Regression vs Classification via Evolutionary Deep Networks
Emmanuel Dufourq, Bruce A. Bassett
Regression or classification? This is perhaps the most basic question faced when tackling a new supervised learning problem. We present an Evolutionary Deep Learning (EDL) algorith…