144 citations · 404 across the 17 of their papers we have counts for
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cs.NE2017
A probabilistic and multi-objective analysis of lexicase selection and epsilon-lexicase selection
William La Cava, Thomas Helmuth, Lee Spector +1
Lexicase selection is a parent selection method that considers training cases individually, rather than in aggregate, when performing parent selection. Whereas previous work has de…
cs.NE2017
Ensemble representation learning: an analysis of fitness and survival for wrapper-based genetic programming methods
William La Cava, Jason H. Moore
Recently we proposed a general, ensemble-based feature engineering wrapper (FEW) that was paired with a number of machine learning methods to solve regression problems. Here, we ad…