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02/20/2023
Online Evolutionary Neural Architecture Search for Multivariate Non-Stationary Time Series Forecasting
Time series forecasting (TSF) is one of the most important tasks in data...
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02/27/2022
ONE-NAS: An Online NeuroEvolution based Neural Architecture Search for Time Series Forecasting
Time series forecasting (TSF) is one of the most important tasks in data...
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11/21/2020
Continuous Ant-Based Neural Topology Search
This work introduces a novel, nature-inspired neural architecture search...
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09/21/2020
An Experimental Study of Weight Initialization and Weight Inheritance Effects on Neuroevolution
Weight initialization is critical in being able to successfully train ar...
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06/04/2020
Neuroevolutionary Transfer Learning of Deep Recurrent Neural Networks through Network-Aware Adaptation
Transfer learning entails taking an artificial neural network (ANN) that...
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05/15/2020