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ORCIDThomas Helmuth
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2020 – today
- 2024
[c56]Thomas Helmuth
, Edward R. Pantridge, James Gunder Frazier, Lee Spector:
Generational Computation Reduction in Informal Counterexample-Driven Genetic Programming. EuroGP 2024: 21-37- [c55]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: 25-26 - [c54]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: 487-490 - [c53]James Gunder Frazier, Thomas Helmuth:
Explaining Automatically Designed Software Defined Perimeters with a Two Phase Evolutionary Computation System. GECCO Companion 2024: 1527-1535 - [c52]Thomas Helmuth, Jayden Fedoroff, Edward R. Pantridge, Lee Spector:
Facilitating Function Application in Code Building Genetic Programming. GECCO 2024 - [i14]Thomas Helmuth, Edward R. Pantridge, James Gunder Frazier, Lee Spector:
Generational Computation Reduction in Informal Counterexample-Driven Genetic Programming. CoRR abs/2408.12604 (2024) - 2023
- [c51]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: 527-530 - [c50]Ryan Boldi, Alexander Lalejini, Thomas Helmuth, Lee Spector:
A Static Analysis of Informed Down-Samples. GECCO Companion 2023: 531-534 - [c49]William George La Cava, Thomas Helmuth:
Lexicase Selection. GECCO Companion 2023: 976-989 - [c48]Edward R. Pantridge, Thomas Helmuth:
Solving Novel Program Synthesis Problems with Genetic Programming using Parametric Polymorphism. GECCO 2023: 1175-1183 - [c47]Thomas Helmuth, James Gunder Frazier, Yuhan Shi, Ahmed Farghali Abdelrehim:
Human-Driven Genetic Programming for Program Synthesis: A Prototype. GECCO Companion 2023: 1981-1989 - [i13]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 abs/2301.01488 (2023) - [i12]Ryan Boldi, Alexander Lalejini, Thomas Helmuth, Lee Spector:
A Static Analysis of Informed Down-Samples. CoRR abs/2304.01978 (2023) - [i11]Ryan Boldi, Ashley Bao, Martin Briesch, Thomas Helmuth, Dominik Sobania, Lee Spector, Alexander Lalejini:
Analyzing the Interaction Between Down-Sampling and Selection. CoRR abs/2304.07089 (2023) - [i10]Edward R. Pantridge, Thomas Helmuth:
Solving Novel Program Synthesis Problems with Genetic Programming using Parametric Polymorphism. CoRR abs/2306.04839 (2023) - 2022
- [j5]Thomas Helmuth, Lee Spector:
Problem-Solving Benefits of Down-Sampled Lexicase Selection. Artif. Life 27(3-4): 183-203 (2022) - [j4]Thomas Helmuth, Peter Kelly:
Applying genetic programming to PSB2: the next generation program synthesis benchmark suite. Genet. Program. Evolvable Mach. 23(3): 375-404 (2022) - [c46]Li Ding, Ryan Boldi, Thomas Helmuth, Lee Spector:
Going faster and hence further with lexicase selection. GECCO Companion 2022: 538-541 - [c45]Anil Kumar Saini, Lee Spector, Thomas Helmuth:
Environments with local scopes for modules in genetic programming. GECCO Companion 2022: 598-601 - [c44]Edward R. Pantridge, Thomas Helmuth, Lee Spector:
Functional code building genetic programming. GECCO 2022: 1000-1008 - [c43]Thomas Helmuth, William G. La Cava:
Lexicase selection. GECCO Companion 2022: 1385-1397 - [c42]Li Ding, Ryan Boldi, Thomas Helmuth, Lee Spector:
Lexicase selection at scale. GECCO Companion 2022: 2054-2062 - [c41]Thomas Helmuth, Johannes Lengler, William G. La Cava:
Population Diversity Leads to Short Running Times of Lexicase Selection. PPSN (2) 2022: 485-498 - [i9]Thomas Helmuth, Johannes Lengler, William G. La Cava:
Population Diversity Leads to Short Running Times of Lexicase Selection. CoRR abs/2204.06461 (2022) - [i8]Ryan Boldi, Thomas Helmuth, Lee Spector:
The Environmental Discontinuity Hypothesis for Down-Sampled Lexicase Selection. CoRR abs/2205.15931 (2022) - [i7]Edward R. Pantridge, Thomas Helmuth, Lee Spector:
Functional Code Building Genetic Programming. CoRR abs/2206.04561 (2022) - [i6]Li Ding, Ryan Boldi, Thomas Helmuth, Lee Spector:
Lexicase Selection at Scale. CoRR abs/2208.10719 (2022) - 2021
- [c40]Thomas Helmuth, Peter Kelly:
PSB2: the second program synthesis benchmark suite. GECCO 2021: 785-794 - [c39]Thomas Helmuth, William G. La Cava:
Lexicase Selection. GECCO Companion 2021: 839-855 - [i5]Thomas Helmuth, Lee Spector:
Problem-solving benefits of down-sampled lexicase selection. CoRR abs/2106.06085 (2021) - [i4]Thomas Helmuth, Peter Kelly:
PSB2: The Second Program Synthesis Benchmark Suite. CoRR abs/2106.06086 (2021) - 2020
- [j3]Thomas Helmuth, Edward R. Pantridge, Lee Spector:
On the importance of specialists for lexicase selection. Genet. Program. Evolvable Mach. 21(3): 349-373 (2020) - [c38]Thomas Helmuth, Amr M. Abdelhady:
Benchmarking parent selection for program synthesis by genetic programming. GECCO Companion 2020: 237-238 - [c37]Thomas Helmuth, Lee Spector, Edward R. Pantridge:
Counterexample-driven genetic programming without formal specifications. GECCO Companion 2020: 239-240 - [c36]Thomas Helmuth, Edward R. Pantridge, Grace Woolson, Lee Spector:
Transfer Learning of Genetic Programming Instruction Sets. GECCO Companion 2020: 241-242 - [c35]Thomas Helmuth, Edward R. Pantridge, Grace Woolson, Lee Spector:
Genetic Source Sensitivity and Transfer Learning in Genetic Programming. ALIFE 2020: 303-311 - [c34]Thomas Helmuth, Lee Spector:
Explaining and Exploiting the Advantages of Down-sampled Lexicase Selection. ALIFE 2020: 341-349
2010 – 2019
- 2019
- [j2]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): 377-402 (2019) - [c33]Thomas Helmuth, Edward R. Pantridge, Lee Spector:
Lexicase selection of specialists. GECCO 2019: 1030-1038 - [c32]Lia Jundt, Thomas Helmuth:
Comparing and combining lexicase selection and novelty search. GECCO 2019: 1047-1055 - [c31]Edward R. Pantridge, Thomas Helmuth, Lee Spector:
Comparison of Linear Genome Representations for Software Synthesis. GPTP 2019: 255-274 - [i3]Thomas Helmuth, Edward R. Pantridge, Lee Spector:
Lexicase Selection of Specialists. CoRR abs/1905.09372 (2019) - [i2]Lia Jundt, Thomas Helmuth:
Comparing and Combining Lexicase Selection and Novelty Search. CoRR abs/1905.09374 (2019) - 2018
- [c30]Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector:
Program synthesis using uniform mutation by addition and deletion. GECCO 2018: 1127-1134 - [c29]Hammad Ahmad, Thomas Helmuth:
A comparison of semantic-based initialization methods for genetic programming. GECCO (Companion) 2018: 1878-1881 - [c28]Edward R. Pantridge, Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector:
Specialization and elitism in lexicase and tournament selection. GECCO (Companion) 2018: 1914-1917 - 2017
- [c27]Nicholas Freitag McPhee, Thomas Helmuth, Lee Spector:
Using algorithm configuration tools to optimize genetic programming parameters: a case study. GECCO (Companion) 2017: 243-244 - [c26]Nicholas Freitag McPhee, Maggie M. Casale, Mitchell Finzel, Thomas Helmuth, Lee Spector:
Visualizing genetic programming ancestries using graph databases. GECCO (Companion) 2017: 245-246 - [c25]Thomas Helmuth, Nicholas Freitag McPhee, Edward R. Pantridge, Lee Spector:
Improving generalization of evolved programs through automatic simplification. GECCO 2017: 937-944 - [c24]Edward R. Pantridge, Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector:
On the difficulty of benchmarking inductive program synthesis methods. GECCO (Companion) 2017: 1589-1596 - [c23]Sarah Anne Troise, Thomas Helmuth:
Lexicase Selection with Weighted Shuffle. GPTP 2017: 89-104 - [c22]Lee Spector, William G. La Cava, Saul Shanabrook, Thomas Helmuth, Edward R. Pantridge:
Relaxations of Lexicase Parent Selection. GPTP 2017: 105-120 - [i1]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 abs/1709.05394 (2017) - 2016
- [c21]Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector:
The Impact of Hyperselection on Lexicase Selection. GECCO 2016: 717-724 - [c20]Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector:
Effects of Lexicase and Tournament Selection on Diversity Recovery and Maintenance. GECCO (Companion) 2016: 983-990 - [c19]Lee Spector, Nicholas Freitag McPhee, Thomas Helmuth, Maggie M. Casale, Julian Oks:
Evolution Evolves with Autoconstruction. GECCO (Companion) 2016: 1349-1356 - [c18]Nicholas Freitag McPhee, Maggie M. Casale, Mitchell Finzel, Thomas Helmuth, Lee Spector:
Visualizing Genetic Programming Ancestries. GECCO (Companion) 2016: 1419-1426 - [c17]Nicholas Freitag McPhee, Mitchell D. Finzel, Maggie M. Casale, Thomas Helmuth, Lee Spector:
A Detailed Analysis of a PushGP Run. GPTP 2016: 65-83 - [c16]Thomas Helmuth, Lee Spector, Nicholas Freitag McPhee, Saul Shanabrook:
Linear Genomes for Structured Programs. GPTP 2016: 85-100 - 2015
- [j1]Thomas Helmuth, Lee Spector, James Matheson:
Solving Uncompromising Problems With Lexicase Selection. IEEE Trans. Evol. Comput. 19(5): 630-643 (2015) - [c15]Thomas Helmuth, Lee Spector:
General Program Synthesis Benchmark Suite. GECCO 2015: 1039-1046 - [c14]William G. La Cava, Thomas Helmuth, Lee Spector, Kourosh Danai:
Genetic Programming with Epigenetic Local Search. GECCO 2015: 1055-1062 - [c13]Pawel Liskowski, Krzysztof Krawiec, Thomas Helmuth, Lee Spector:
Comparison of Semantic-aware Selection Methods in Genetic Programming. GECCO (Companion) 2015: 1301-1307 - [c12]Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector:
Lexicase Selection for Program Synthesis: A Diversity Analysis. GPTP 2015: 151-167 - [c11]Nicholas Freitag McPhee, David Donatucci, Thomas Helmuth:
Using Graph Databases to Explore the Dynamics of Genetic Programming Runs. GPTP 2015: 185-201 - 2014
- [c10]Lee Spector, Thomas Helmuth:
Effective simplification of evolved push programs using a simple, stochastic hill-climber. GECCO (Companion) 2014: 147-148 - [c9]Thomas Helmuth, Lee Spector:
Word count as a traditional programming benchmark problem for genetic programming. GECCO 2014: 919-926 - [c8]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: 149-166 - 2013
- [c7]Thomas Helmuth, Lee Spector:
Evolving a digital multiplier with the pushgp genetic programming system. GECCO (Companion) 2013: 1627-1634 - [c6]Lee Spector, Thomas Helmuth:
Uniform Linear Transformation with Repair and Alternation in Genetic Programming. GPTP 2013: 137-153 - 2012
- [c5]Lee Spector, Kyle Ira Harrington, Thomas Helmuth:
Tag-based modularity in tree-based genetic programming. GECCO 2012: 815-822 - [c4]Thomas Helmuth, Lee Spector:
Empirical investigation of size-based tournaments for node selection in genetic programming. GECCO (Companion) 2012: 1485-1486 - 2011
- [c3]Lee Spector, Thomas Helmuth, Kyle Ira Harrington:
Fecundity and selectivity in evolutionary computation. GECCO (Companion) 2011: 129-130 - [c2]Thomas Helmuth, Lee Spector, Brian Martin:
Size-based tournaments for node selection. GECCO (Companion) 2011: 799-802 - [c1]Lee Spector, Brian Martin, Kyle Ira Harrington, Thomas Helmuth:
Tag-based modules in genetic programming. GECCO 2011: 1419-1426
Coauthor Index
aka: William George La Cava
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last updated on 2024-10-07 21:23 CEST by the dblp team
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