List of works - Caitlin Amelia Owen - Paulina

List of works by Caitlin Amelia Owen

Characterising the Double Descent of Symbolic Regression

Characterizing Genetic Programming Error Through Extended Bias and Variance Decomposition

scientific article published in December 2020

Error decomposition of evolutionary machine learning ⬇️

2021 doctoral thesis by Caitlin Amelia Owen at University of Otago

Feature Standardisation in Symbolic Regression

Standardization and Data Augmentation in Genetic Programming

scientific article published in December 2022

Towards Explainable AutoML Using Error Decomposition

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