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
932014
General program synthesis benchmark suite
T Helmuth, L Spector
Proceedings of the 2015 Annual Conference on Genetic and Evolutionary …, 2015
752015
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
342011
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
262015
Uniform linear transformation with repair and alternation in genetic programming
L Spector, T Helmuth
Genetic Programming Theory and Practice XI, 137-153, 2014
262014
Lexicase selection for program synthesis: a diversity analysis
T Helmuth, NF McPhee, L Spector
Genetic Programming Theory and Practice XIII, 151-167, 2016
232016
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
222015
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
192017
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
192016
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
182016
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
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
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
162019
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
162018
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
152015
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
142016
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
132016
Detailed problem descriptions for general program synthesis benchmark suite
T Helmuth, L Spector
School of Computer Science, University of Massachusetts Amherst, Tech. Rep., 2015
132015
On the difficulty of benchmarking inductive program synthesis methods
E Pantridge, T Helmuth, NF McPhee, L Spector
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017
122017
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