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06/08/2023
Solving Novel Program Synthesis Problems with Genetic Programming using Parametric Polymorphism
Contemporary genetic programming (GP) systems for general program synthe...
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05/19/2023
Probabilistic Lexicase Selection
Lexicase selection is a widely used parent selection algorithm in geneti...
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06/09/2022
Functional Code Building Genetic Programming
General program synthesis has become an important application area for g...
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10/28/2020
Independence Tests Without Ground Truth for Noisy Learners
Exact ground truth invariant polynomial systems can be written for arbit...
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08/09/2020
Code Building Genetic Programming
In recent years the field of genetic programming has made significant ad...
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06/15/2020
Algebraic Ground Truth Inference: Non-Parametric Estimation of Sample Errors by AI Algorithms
Binary classification is widely used in ML production systems. Monitorin...
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06/17/2019
Error Correcting Algorithms for Sparsely Correlated Regressors
Autonomy and adaptation of machines requires that they be able to measur...
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05/22/2019