Genetic Programming Bibliography entries for Caitlin A Owen

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GP coauthors/coeditors: Grant Dick, Peter Alexander Whigham, James Maclaurin,

Genetic Programming Articles by Caitlin A Owen

• Caitlin A. Owen and Grant Dick and Peter A. Whigham. Standardisation and Data Augmentation in Genetic Programming. IEEE Transactions on Evolutionary Computation, 26(6):1596-1608, 2022. details

• Caitlin A. Owen and Grant Dick and Peter A. Whigham. Characterising Genetic Programming Error Through Extended Bias and Variance Decomposition. IEEE Transactions on Evolutionary Computation, 24(6):1164-1176, 2020. details

• Caitlin A. Owen and Grant Dick and Peter A. Whigham. Using Decomposed Error for Reproducing Implicit Understanding of Algorithms. Evolutionary Computation. Forthcoming. details

Genetic Programming PhD doctoral thesis Caitlin A Owen

• Caitlin A. Owen. Error Decomposition of Evolutionary Machine Learning. PhD thesis, University of Otago, Dunedin, New Zealand, 2021. details

Genetic Programming conference papers by Caitlin A Owen

• Grant Dick and Caitlin Owen. Characterising the Double Descent of Symbolic Regression. In William La Cava and Steven Gustafson editors, Symbolic Regression, pages 2050-2057, Melbourne, Australia, 2024. Association for Computing Machinery. details

• Grant Dick and Caitlin A. Owen and Peter A. Whigham. Feature Standardisation and Coefficient Optimisation for Effective Symbolic Regression. In Carlos Artemio Coello Coello and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio Toscano Pulido and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A. N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco Fernandez de Vega and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann editors, Proceedings of the 2020 Genetic and Evolutionary Computation Conference, pages 306-314, internet, 2020. Association for Computing Machinery. details

• Peter A. Whigham and Grant Dick and James Maclaurin and Caitlin A. Owen. Examining the "Best of Both Worlds" of Grammatical Evolution. In Sara Silva and Anna I Esparcia-Alcazar and Manuel Lopez-Ibanez and Sanaz Mostaghim and Jon Timmis and Christine Zarges and Luis Correia and Terence Soule and Mario Giacobini and Ryan Urbanowicz and Youhei Akimoto and Tobias Glasmachers and Francisco Fernandez de Vega and Amy Hoover and Pedro Larranaga and Marta Soto and Carlos Cotta and Francisco B. Pereira and Julia Handl and Jan Koutnik and Antonio Gaspar-Cunha and Heike Trautmann and Jean-Baptiste Mouret and Sebastian Risi and Ernesto Costa and Oliver Schuetze and Krzysztof Krawiec and Alberto Moraglio and Julian F. Miller and Pawel Widera and Stefano Cagnoni and JJ Merelo and Emma Hart and Leonardo Trujillo and Marouane Kessentini and Gabriela Ochoa and Francisco Chicano and Carola Doerr editors, GECCO '15: Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation, pages 1111-1118, Madrid, Spain, 2015. ACM. details