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03/25/2023
Context Matters: Adaptive Mutation for Grammars
This work proposes Adaptive Facilitated Mutation, a self-adaptive mutati...
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02/01/2023
Structured mutation inspired by evolutionary theory enriches population performance and diversity
Grammar-Guided Genetic Programming (GGGP) employs a variety of insights ...
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03/23/2021
Evolving Learning Rate Optimizers for Deep Neural Networks
Artificial Neural Networks (ANNs) became popular due to their successful...
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07/08/2020
AutoLR: An Evolutionary Approach to Learning Rate Policies
The choice of a proper learning rate is paramount for good Artificial Ne...
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04/30/2020