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LLM Guided Evolution - The Automation of Models Advancing Models
GE leverages LLMs for a more intelligent, supervised evolutionary process, guiding mutations and crossovers.
Concurrent Neural Tree and Data Preprocessing AutoML for Image Classification
Deep Neural Networks (DNN's) are a widely-used solution for a variety of machine learning problems.
Evolving SimGANs to Improve Abnormal Electrocardiogram Classification
We show that by using an evolved SimGAN to refine simulated healthy ECG data to mimic real-world abnormal ECGs, we can improve the accuracy of abnormal ECG classifiers.
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