On the trade-off between number of examples and precision of supervision in machine learning problems.

Giorgio Gnecco Federico Nutarelli

Published in: Optim. Lett. (2021)

Keyphrases

learning problems
trade off
supervised learning
machine learning algorithms
learning tasks
learning algorithm
reinforcement learning
active learning
semi supervised learning
machine learning
prior knowledge
semi supervised
small number
kernel methods