- author = "Moshe Sipper",
- title = "A Melting Pot of Evolution and Learning",
- booktitle = "Genetic Programming Theory and Practice XX",
- year = "2023",
- editor = "Stephan Winkler and Leonardo Trujillo and Charles Ofria and Ting Hu",
- series = "Genetic and Evolutionary Computation",
- pages = "143--158",
- address = "Michigan State University, USA",
- month = jun # " 1-3",
- publisher = "Springer",
- keywords = "genetic algorithms, genetic programming, ANN",
- isbn13 = "978-981-99-8412-1",
-
DOI = "
doi:10.1007/978-981-99-8413-8_8",
-
abstract = "We survey eight recent works by our group, involving
the successful blending of evolutionary algorithms with
machine learning and deep learning:
Binary and Multinomial Classification through Evolutionary Symbolic Regression,
Classy Ensemble: A Novel Ensemble Algorithm for Classification,
EC-KitY: Evolutionary Computation Tool Kit in Python,
Evolution of Activation Functions for Deep Learning-Based Image Classification,
Adaptive Combination of a Genetic Algorithm and Novelty Search for Deep Neuroevolution,
An Evolutionary, Gradient-Free, Query-Efficient, Black-Box Algorithm for Generating Adversarial Instances in Deep Networks,
Foiling Explanations in Deep Neural Networks,
Patch of Invisibility: Naturalistic Black-Box Adversarial Attacks on Object Detectors.",
-
notes = "
Part of \cite{Hu:2023:GPTP} published after the workshop in 2024",
