Skip to content

Thomas Helmuth

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

47

Venues

3

Active years

2011–2026

Best venue rank

A

Where they publish

Papers

47 indexed papers, newest first.

YearVenueTitleAuthors
2026GECCOCode Building Genetic Programming with Ad-Hoc Polymorphism.Thomas Helmuth, Sydney Chen, Owen Dennen, Isabelle Nahon
2026GECCODiagnosing Problems with the Code Building Genetic Programming Representation.Edward R. Pantridge, Thomas Helmuth
2024EUROGPGenerational Computation Reduction in Informal Counterexample-Driven Genetic Programming.Thomas Helmuth, Edward R. Pantridge, James Gunder Frazier, Lee Spector
2024GECCOA Comprehensive Analysis of Down-sampling for Genetic Programming-based Program Synthesis.Ryan Boldi, Ashley Bao, Martin Briesch, Thomas Helmuth, Dominik Sobania, Lee Spector, Alexander Lalejini
2024GECCOImproving Lexicase Selection with Informed Down-Sampling.Martin Briesch, Ryan Boldi, Dominik Sobania, Alexander Lalejini, Thomas Helmuth, Franz Rothlauf, Charles Ofria, Lee Spector
2024GECCOExplaining Automatically Designed Software Defined Perimeters with a Two Phase Evolutionary Computation System.James Gunder Frazier, Thomas Helmuth
2024GECCOFacilitating Function Application in Code Building Genetic Programming.Thomas Helmuth, Jayden Fedoroff, Edward R. Pantridge, Lee Spector
2023GECCOThe Problem Solving Benefits of Down-sampling Vary by Selection Scheme.Ryan Boldi, Ashley Bao, Martin Briesch, Thomas Helmuth, Dominik Sobania, Lee Spector, Alexander Lalejini
2023GECCOA Static Analysis of Informed Down-Samples.Ryan Boldi, Alexander Lalejini, Thomas Helmuth, Lee Spector
2023GECCOLexicase Selection.William George La Cava, Thomas Helmuth
2023GECCOHuman-Driven Genetic Programming for Program Synthesis: A Prototype.Thomas Helmuth, James Gunder Frazier, Yuhan Shi, Ahmed Farghali Abdelrehim
2023GECCOSolving Novel Program Synthesis Problems with Genetic Programming using Parametric Polymorphism.Edward R. Pantridge, Thomas Helmuth
2022GECCOGoing faster and hence further with lexicase selection.Li Ding, Ryan Boldi, Thomas Helmuth, Lee Spector
2022GECCOLexicase selection at scale.Li Ding, Ryan Boldi, Thomas Helmuth, Lee Spector
2022GECCOLexicase selection.Thomas Helmuth, William G. La Cava
2022GECCOFunctional code building genetic programming.Edward R. Pantridge, Thomas Helmuth, Lee Spector
2022GECCOEnvironments with local scopes for modules in genetic programming.Anil Kumar Saini, Lee Spector, Thomas Helmuth
2022PPSNPopulation Diversity Leads to Short Running Times of Lexicase Selection.Thomas Helmuth, Johannes Lengler, William G. La Cava
2021GECCOLexicase Selection.Thomas Helmuth, William G. La Cava
2021GECCOPSB2: the second program synthesis benchmark suite.Thomas Helmuth, Peter Kelly
2020GECCOBenchmarking parent selection for program synthesis by genetic programming.Thomas Helmuth, Amr M. Abdelhady
2020GECCOTransfer Learning of Genetic Programming Instruction Sets.Thomas Helmuth, Edward R. Pantridge, Grace Woolson, Lee Spector
2020GECCOCounterexample-driven genetic programming without formal specifications.Thomas Helmuth, Lee Spector, Edward R. Pantridge
2019GECCOLexicase selection of specialists.Thomas Helmuth, Edward R. Pantridge, Lee Spector
2019GECCOComparing and combining lexicase selection and novelty search.Lia Jundt, Thomas Helmuth
2018GECCOA comparison of semantic-based initialization methods for genetic programming.Hammad Ahmad, Thomas Helmuth
2018GECCOProgram synthesis using uniform mutation by addition and deletion.Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
2018GECCOSpecialization and elitism in lexicase and tournament selection.Edward R. Pantridge, Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
2017GECCOImproving generalization of evolved programs through automatic simplification.Thomas Helmuth, Nicholas Freitag McPhee, Edward R. Pantridge, Lee Spector
2017GECCOVisualizing genetic programming ancestries using graph databases.Nicholas Freitag McPhee, Maggie M. Casale, Mitchell Finzel, Thomas Helmuth, Lee Spector
2017GECCOUsing algorithm configuration tools to optimize genetic programming parameters: a case study.Nicholas Freitag McPhee, Thomas Helmuth, Lee Spector
2017GECCOOn the difficulty of benchmarking inductive program synthesis methods.Edward R. Pantridge, Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
2016GECCOThe Impact of Hyperselection on Lexicase Selection.Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
2016GECCOEffects of Lexicase and Tournament Selection on Diversity Recovery and Maintenance.Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
2016GECCOVisualizing Genetic Programming Ancestries.Nicholas Freitag McPhee, Maggie M. Casale, Mitchell Finzel, Thomas Helmuth, Lee Spector
2016GECCOEvolution Evolves with Autoconstruction.Lee Spector, Nicholas Freitag McPhee, Thomas Helmuth, Maggie M. Casale, Julian Oks
2015GECCOGenetic Programming with Epigenetic Local Search.William G. La Cava, Thomas Helmuth, Lee Spector, Kourosh Danai
2015GECCOGeneral Program Synthesis Benchmark Suite.Thomas Helmuth, Lee Spector
2015GECCOComparison of Semantic-aware Selection Methods in Genetic Programming.Pawel Liskowski, Krzysztof Krawiec, Thomas Helmuth, Lee Spector
2014GECCOWord count as a traditional programming benchmark problem for genetic programming.Thomas Helmuth, Lee Spector
2014GECCOEffective simplification of evolved push programs using a simple, stochastic hill-climber.Lee Spector, Thomas Helmuth
2013GECCOEvolving a digital multiplier with the pushgp genetic programming system.Thomas Helmuth, Lee Spector
2012GECCOEmpirical investigation of size-based tournaments for node selection in genetic programming.Thomas Helmuth, Lee Spector
2012GECCOTag-based modularity in tree-based genetic programming.Lee Spector, Kyle Ira Harrington, Thomas Helmuth
2011GECCOSize-based tournaments for node selection.Thomas Helmuth, Lee Spector, Brian Martin
2011GECCOFecundity and selectivity in evolutionary computation.Lee Spector, Thomas Helmuth, Kyle Ira Harrington
2011GECCOTag-based modules in genetic programming.Lee Spector, Brian Martin, Kyle Ira Harrington, Thomas Helmuth