Thomas Helmuth

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 58

Top Topics

Benchmark Suite

Program Synthesis

Genetic Programming

Top Venues

GECCO Companion

GECCO (Companion)

Publications

Ryan Boldi, Ashley Bao, Martin Briesch, Thomas Helmuth, Dominik Sobania, Lee Spector, Alexander Lalejini
A Comprehensive Analysis of Down-sampling for Genetic Programming-based Program Synthesis. GECCO Companion (2024)
James Gunder Frazier, Thomas Helmuth
Explaining Automatically Designed Software Defined Perimeters with a Two Phase Evolutionary Computation System. GECCO Companion (2024)
Martin Briesch, Ryan Boldi, Dominik Sobania, Alexander Lalejini, Thomas Helmuth, Franz Rothlauf, Charles Ofria, Lee Spector
Improving Lexicase Selection with Informed Down-Sampling. GECCO Companion (2024)
Thomas Helmuth, Jayden Fedoroff, Edward R. Pantridge, Lee Spector
Facilitating Function Application in Code Building Genetic Programming. GECCO (2024)
Thomas Helmuth, Edward R. Pantridge, James Gunder Frazier, Lee Spector
Generational Computation Reduction in Informal Counterexample-Driven Genetic Programming. EuroGP (2024)
Ryan Boldi, Alexander Lalejini, Thomas Helmuth, Lee Spector
A Static Analysis of Informed Down-Samples. GECCO Companion (2023)
Ryan Boldi, Ashley Bao, Martin Briesch, Thomas Helmuth, Dominik Sobania, Lee Spector, Alexander Lalejini
The Problem Solving Benefits of Down-sampling Vary by Selection Scheme. GECCO Companion (2023)
Edward R. Pantridge, Thomas Helmuth
Solving Novel Program Synthesis Problems with Genetic Programming using Parametric Polymorphism. GECCO (2023)
Ryan Boldi, Ashley Bao, Martin Briesch, Thomas Helmuth, Dominik Sobania, Lee Spector, Alexander Lalejini
Analyzing the Interaction Between Down-Sampling and Selection. CoRR (2023)
Ryan Boldi, Martin Briesch, Dominik Sobania, Alexander Lalejini, Thomas Helmuth, Franz Rothlauf, Charles Ofria, Lee Spector
Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving. CoRR (2023)
Ryan Boldi, Alexander Lalejini, Thomas Helmuth, Lee Spector
A Static Analysis of Informed Down-Samples. CoRR (2023)
Edward R. Pantridge, Thomas Helmuth
Solving Novel Program Synthesis Problems with Genetic Programming using Parametric Polymorphism. CoRR (2023)
William George La Cava, Thomas Helmuth
Lexicase Selection. GECCO Companion (2023)
Thomas Helmuth, James Gunder Frazier, Yuhan Shi, Ahmed Farghali Abdelrehim
Human-Driven Genetic Programming for Program Synthesis: A Prototype. GECCO Companion (2023)
Thomas Helmuth, Peter Kelly
Applying genetic programming to PSB2: the next generation program synthesis benchmark suite. Genet. Program. Evolvable Mach. 23 (3) (2022)
Edward R. Pantridge, Thomas Helmuth, Lee Spector
Functional code building genetic programming. GECCO (2022)
Thomas Helmuth, Johannes Lengler, William G. La Cava
Population Diversity Leads to Short Running Times of Lexicase Selection. PPSN (2) (2022)
Thomas Helmuth, Johannes Lengler, William G. La Cava
Population Diversity Leads to Short Running Times of Lexicase Selection. CoRR (2022)
Thomas Helmuth, Lee Spector
Problem-Solving Benefits of Down-Sampled Lexicase Selection. Artif. Life 27 (3-4) (2022)
Ryan Boldi, Thomas Helmuth, Lee Spector
The Environmental Discontinuity Hypothesis for Down-Sampled Lexicase Selection. CoRR (2022)
Li Ding, Ryan Boldi, Thomas Helmuth, Lee Spector
Lexicase selection at scale. GECCO Companion (2022)
Li Ding, Ryan Boldi, Thomas Helmuth, Lee Spector
Going faster and hence further with lexicase selection. GECCO Companion (2022)
Edward R. Pantridge, Thomas Helmuth, Lee Spector
Functional Code Building Genetic Programming. CoRR (2022)
Li Ding, Ryan Boldi, Thomas Helmuth, Lee Spector
Lexicase Selection at Scale. CoRR (2022)
Thomas Helmuth, William G. La Cava
Lexicase selection. GECCO Companion (2022)
Anil Kumar Saini, Lee Spector, Thomas Helmuth
Environments with local scopes for modules in genetic programming. GECCO Companion (2022)
Thomas Helmuth, Peter Kelly
PSB2: the second program synthesis benchmark suite. GECCO (2021)
Thomas Helmuth, Lee Spector
Problem-solving benefits of down-sampled lexicase selection. CoRR (2021)
Thomas Helmuth, William G. La Cava
Lexicase Selection. GECCO Companion (2021)
Thomas Helmuth, Peter Kelly
PSB2: The Second Program Synthesis Benchmark Suite. CoRR (2021)
Thomas Helmuth, Lee Spector, Edward R. Pantridge
Counterexample-driven genetic programming without formal specifications. GECCO Companion (2020)
Thomas Helmuth, Edward R. Pantridge, Grace Woolson, Lee Spector
Transfer Learning of Genetic Programming Instruction Sets. GECCO Companion (2020)
Thomas Helmuth, Amr M. Abdelhady
Benchmarking parent selection for program synthesis by genetic programming. GECCO Companion (2020)
Thomas Helmuth, Lee Spector
Explaining and Exploiting the Advantages of Down-sampled Lexicase Selection. ALIFE (2020)
Thomas Helmuth, Edward R. Pantridge, Lee Spector
On the importance of specialists for lexicase selection. Genet. Program. Evolvable Mach. 21 (3) (2020)
Thomas Helmuth, Edward R. Pantridge, Grace Woolson, Lee Spector
Genetic Source Sensitivity and Transfer Learning in Genetic Programming. ALIFE (2020)
Lia Jundt, Thomas Helmuth
Comparing and combining lexicase selection and novelty search. GECCO (2019)
William G. La Cava, Thomas Helmuth, Lee Spector, Jason H. Moore
A Probabilistic and Multi-Objective Analysis of Lexicase Selection and ε-Lexicase Selection. Evol. Comput. 27 (3) (2019)
Edward R. Pantridge, Thomas Helmuth, Lee Spector
Comparison of Linear Genome Representations for Software Synthesis. GPTP (2019)
Thomas Helmuth, Edward R. Pantridge, Lee Spector
Lexicase Selection of Specialists. CoRR (2019)
Thomas Helmuth, Edward R. Pantridge, Lee Spector
Lexicase selection of specialists. GECCO (2019)
Lia Jundt, Thomas Helmuth
Comparing and Combining Lexicase Selection and Novelty Search. CoRR (2019)
Hammad Ahmad, Thomas Helmuth
A comparison of semantic-based initialization methods for genetic programming. GECCO (Companion) (2018)
Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
Program synthesis using uniform mutation by addition and deletion. GECCO (2018)
Edward R. Pantridge, Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
Specialization and elitism in lexicase and tournament selection. GECCO (Companion) (2018)
Nicholas Freitag McPhee, Thomas Helmuth, Lee Spector
Using algorithm configuration tools to optimize genetic programming parameters: a case study. GECCO (Companion) (2017)
Lee Spector, William G. La Cava, Saul Shanabrook, Thomas Helmuth, Edward R. Pantridge
Relaxations of Lexicase Parent Selection. GPTP (2017)
Thomas Helmuth, Nicholas Freitag McPhee, Edward R. Pantridge, Lee Spector
Improving generalization of evolved programs through automatic simplification. GECCO (2017)
William G. La Cava, Thomas Helmuth, Lee Spector, Jason H. Moore
$ε$-Lexicase selection: a probabilistic and multi-objective analysis of lexicase selection in continuous domains. CoRR (2017)
Nicholas Freitag McPhee, Maggie M. Casale, Mitchell Finzel, Thomas Helmuth, Lee Spector
Visualizing genetic programming ancestries using graph databases. GECCO (Companion) (2017)
Edward R. Pantridge, Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
On the difficulty of benchmarking inductive program synthesis methods. GECCO (Companion) (2017)
Sarah Anne Troise, Thomas Helmuth
Lexicase Selection with Weighted Shuffle. GPTP (2017)
Thomas Helmuth, Lee Spector, Nicholas Freitag McPhee, Saul Shanabrook
Linear Genomes for Structured Programs. GPTP (2016)
Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
The Impact of Hyperselection on Lexicase Selection. GECCO (2016)
Nicholas Freitag McPhee, Maggie M. Casale, Mitchell Finzel, Thomas Helmuth, Lee Spector
Visualizing Genetic Programming Ancestries. GECCO (Companion) (2016)
Lee Spector, Nicholas Freitag McPhee, Thomas Helmuth, Maggie M. Casale, Julian Oks
Evolution Evolves with Autoconstruction. GECCO (Companion) (2016)
Nicholas Freitag McPhee, Mitchell D. Finzel, Maggie M. Casale, Thomas Helmuth, Lee Spector
A Detailed Analysis of a PushGP Run. GPTP (2016)
Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
Effects of Lexicase and Tournament Selection on Diversity Recovery and Maintenance. GECCO (Companion) (2016)
Thomas Helmuth, Lee Spector, James Matheson
Solving Uncompromising Problems With Lexicase Selection. IEEE Trans. Evol. Comput. 19 (5) (2015)
Nicholas Freitag McPhee, David Donatucci, Thomas Helmuth
Using Graph Databases to Explore the Dynamics of Genetic Programming Runs. GPTP (2015)
Pawel Liskowski, Krzysztof Krawiec, Thomas Helmuth, Lee Spector
Comparison of Semantic-aware Selection Methods in Genetic Programming. GECCO (Companion) (2015)
William G. La Cava, Thomas Helmuth, Lee Spector, Kourosh Danai
Genetic Programming with Epigenetic Local Search. GECCO (2015)
Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
Lexicase Selection for Program Synthesis: A Diversity Analysis. GPTP (2015)
Thomas Helmuth, Lee Spector
General Program Synthesis Benchmark Suite. GECCO (2015)
Lee Spector, Thomas Helmuth
Effective simplification of evolved push programs using a simple, stochastic hill-climber. GECCO (Companion) (2014)
Thomas Helmuth, Lee Spector
Word count as a traditional programming benchmark problem for genetic programming. GECCO (2014)
Karthik Kannappan, Lee Spector, Moshe Sipper, Thomas Helmuth, William G. La Cava, Jake Wisdom, Omri Bernstein
Analyzing a Decade of Human-Competitive ("HUMIE") Winners: What Can We Learn? GPTP (2014)
Thomas Helmuth, Lee Spector
Evolving a digital multiplier with the pushgp genetic programming system. GECCO (Companion) (2013)
Lee Spector, Thomas Helmuth
Uniform Linear Transformation with Repair and Alternation in Genetic Programming. GPTP (2013)
Thomas Helmuth, Lee Spector
Empirical investigation of size-based tournaments for node selection in genetic programming. GECCO (Companion) (2012)
Lee Spector, Kyle Ira Harrington, Thomas Helmuth
Tag-based modularity in tree-based genetic programming. GECCO (2012)
Thomas Helmuth, Lee Spector, Brian Martin
Size-based tournaments for node selection. GECCO (Companion) (2011)
Lee Spector, Brian Martin, Kyle Ira Harrington, Thomas Helmuth
Tag-based modules in genetic programming. GECCO (2011)
Lee Spector, Thomas Helmuth, Kyle Ira Harrington
Fecundity and selectivity in evolutionary computation. GECCO (Companion) (2011)