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Thomas Helmuth
Thomas Helmuth
Associate Professor of Computer Science, Hamilton College
Adresă de e-mail confirmată pe hamilton.edu - Pagina de pornire
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Solving uncompromising problems with lexicase selection
T Helmuth, L Spector, J Matheson
IEEE Transactions on Evolutionary Computation 19 (5), 630-643, 2014
2262014
General program synthesis benchmark suite
T Helmuth, L Spector
Proceedings of the 2015 Annual Conference on Genetic and Evolutionary …, 2015
1942015
A Probabilistic and Multi-Objective Analysis of Lexicase Selection and -Lexicase Selection
W La Cava, T Helmuth, L Spector, JH Moore
Evolutionary Computation 27 (3), 377-402, 2019
1082019
Lexicase selection for program synthesis: a diversity analysis
T Helmuth, NF McPhee, L Spector
Genetic Programming Theory and Practice XIII, 151-167, 2016
732016
Program synthesis using uniform mutation by addition and deletion
T Helmuth, NF McPhee, L Spector
Proceedings of the Genetic and Evolutionary Computation Conference, 1127-1134, 2018
722018
PSB2: the second program synthesis benchmark suite
T Helmuth, P Kelly
Proceedings of the 2021 Genetic and Evolutionary Computation Conference, 2021
602021
Improving generalization of evolved programs through automatic simplification
T Helmuth, NF McPhee, E Pantridge, L Spector
Proceedings of the Genetic and Evolutionary Computation Conference, 937-944, 2017
592017
Tag-based modules in genetic programming
L Spector, B Martin, K Harrington, T Helmuth
Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011
542011
Effects of lexicase and tournament selection on diversity recovery and maintenance
T Helmuth, NF McPhee, L Spector
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference …, 2016
532016
Benchmarking parent selection for program synthesis by genetic programming
T Helmuth, A Abdelhady
Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020
412020
On the importance of specialists for lexicase selection
T Helmuth, E Pantridge, L Spector
Genetic Programming and Evolvable Machines 21 (3), 349-373, 2020
392020
The impact of hyperselection on lexicase selection
T Helmuth, NF McPhee, L Spector
Proceedings of the Genetic and Evolutionary Computation Conference 2016, 717-724, 2016
382016
Comparison of semantic-aware selection methods in genetic programming
P Liskowski, K Krawiec, T Helmuth, L Spector
Proceedings of the Companion publication of the 2015 annual conference on …, 2015
382015
Genetic programming with epigenetic local search
W La Cava, T Helmuth, L Spector, K Danai
Proceedings of the 2015 Annual Conference on Genetic and Evolutionary …, 2015
372015
Problem-solving benefits of down-sampled lexicase selection
T Helmuth, L Spector
Artificial Life, 2021
362021
Lexicase Selection of Specialists
T Helmuth, E Pantridge, L Spector
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
312019
Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving
R Boldi, M Briesch, D Sobania, A Lalejini, T Helmuth, F Rothlauf, C Ofria, ...
Evolutionary computation 32 (4), 307-337, 2024
302024
Explaining and exploiting the advantages of down-sampled lexicase selection
T Helmuth, L Spector
Artificial Life Conference Proceedings 32, 341-349, 2020
302020
Uniform linear transformation with repair and alternation in genetic programming
L Spector, T Helmuth
Genetic Programming Theory and Practice XI, 137-153, 2014
292014
Tag-based modularity in tree-based genetic programming
L Spector, K Harrington, T Helmuth
Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012
292012
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