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Thomas Helmuth
Thomas Helmuth
Assistant Professor of Computer Science, Hamilton College
Verified email at hamilton.edu - Homepage
Title
Cited by
Cited by
Year
Solving uncompromising problems with lexicase selection
T Helmuth, L Spector, J Matheson
IEEE Transactions on Evolutionary Computation 19 (5), 630-643, 2014
1852014
General program synthesis benchmark suite
T Helmuth, L Spector
Proceedings of the 2015 Annual Conference on Genetic and Evolutionary …, 2015
1652015
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
822019
Lexicase selection for program synthesis: a diversity analysis
T Helmuth, NF McPhee, L Spector
Genetic Programming Theory and Practice XIII, 151-167, 2016
632016
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
572018
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
512017
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
512011
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
412016
PSB2: the second program synthesis benchmark suite
T Helmuth, P Kelly
Proceedings of the 2021 Genetic and Evolutionary Computation Conference, 2021
382021
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
362015
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
362015
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
312016
Benchmarking parent selection for program synthesis by genetic programming
T Helmuth, A Abdelhady
Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020
302020
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
Uniform linear transformation with repair and alternation in genetic programming
L Spector, T Helmuth
Genetic Programming Theory and Practice XI, 137-153, 2014
282014
On the importance of specialists for lexicase selection
T Helmuth, E Pantridge, L Spector
Genetic Programming and Evolvable Machines 21, 349-373, 2020
272020
Explaining and exploiting the advantages of down-sampled lexicase selection
T Helmuth, L Spector
Artificial Life Conference Proceedings 32, 341-349, 2020
252020
Problem-solving benefits of down-sampled lexicase selection
T Helmuth, L Spector
Artificial Life, 2021
242021
What’s in an evolved name? the evolution of modularity via tag-based reference
L Spector, K Harrington, B Martin, T Helmuth
Genetic Programming Theory and Practice IX, 1-16, 2011
242011
Relaxations of lexicase parent selection
L Spector, WL Cava, S Shanabrook, T Helmuth, E Pantridge
Genetic Programming Theory and Practice XV, 105-120, 2018
232018
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