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Symmetric and antisymmetric properties of solutions to kernel-based machine learning problems.
Giorgio Gnecco
Published in:
Neurocomputing (2018)
Keyphrases
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learning problems
kernel methods
learning tasks
binary classification
learning machines
supervised learning
learning algorithm
machine learning
machine learning algorithms
multiple kernel learning
semi supervised learning
sample complexity
kernel machines
pac learning
support vector machine
kernel based learning
computational learning theory
statistical learning theory
reinforcement learning
multi task
optimal solution
kernel function
multi task learning
kernel matrix
support vector
reproducing kernel hilbert space
learning environment
generalization bounds
multi class