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03/01/2022
On genetic programming representations and fitness functions for interpretable dimensionality reduction
Dimensionality reduction (DR) is an important technique for data explora...
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08/07/2020
Spacecraft Collision Avoidance Challenge: design and results of a machine learning competition
Spacecraft collision avoidance procedures have become an essential part ...
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03/23/2020
Safe Crossover of Neural Networks Through Neuron Alignment
One of the main and largely unexplored challenges in evolvingthe weights...
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04/24/2019
Kernel Mean Embedding of Instance-wise Predictions in Multiple Instance Regression
In this paper, we propose an extension to an existing algorithm (instanc...
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03/18/2019