Thomas Helmuth
Thomas Helmuth
Assistant Professor of Computer Science, Hamilton College
Verified email at hamilton.edu - Homepage
TitleCited byYear
Solving uncompromising problems with lexicase selection
T Helmuth, L Spector, J Matheson
IEEE Transactions on Evolutionary Computation 19 (5), 630-643, 2014
832014
General program synthesis benchmark suite
T Helmuth, L Spector
Proceedings of the 2015 Annual Conference on Genetic and Evolutionary …, 2015
622015
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
312011
Uniform linear transformation with repair and alternation in genetic programming
L Spector, T Helmuth
Genetic Programming Theory and Practice XI, 137-153, 2014
242014
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
232015
Lexicase selection for program synthesis: a diversity analysis
T Helmuth, NF McPhee, L Spector
Genetic Programming Theory and Practice XIII, 151-167, 2016
222016
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
212015
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
182012
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
172016
General program synthesis from examples using genetic programming with parent selection based on random lexicographic orderings of test cases
T Helmuth
172015
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
172011
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
162016
Analyzing a decade of human-competitive (“humie”) winners: What can we learn?
K Kannappan, L Spector, M Sipper, T Helmuth, W La Cava, J Wisdom, ...
Genetic Programming Theory and Practice XII, 149-166, 2015
142015
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
132017
Evolving a digital multiplier with the pushgp genetic programming system
T Helmuth, L Spector
Proceedings of the 15th annual conference companion on Genetic and …, 2013
122013
Visualizing genetic programming ancestries
NF McPhee, MM Casale, M Finzel, T Helmuth, L Spector
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference …, 2016
112016
Using graph databases to explore the dynamics of genetic programming runs
NF McPhee, D Donatucci, T Helmuth
Genetic Programming Theory and Practice XIII, 185-201, 2016
112016
Detailed problem descriptions for general program synthesis benchmark suite
T Helmuth, L Spector
School of Computer Science, University of Massachusetts Amherst, Tech. Rep., 2015
112015
Word count as a traditional programming benchmark problem for genetic programming
T Helmuth, L Spector
Proceedings of the 2014 Annual Conference on Genetic and Evolutionary …, 2014
112014
Effective simplification of evolved push programs using a simple, stochastic hill-climber
L Spector, T Helmuth
Proceedings of the Companion Publication of the 2014 Annual Conference on …, 2014
102014
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Articles 1–20