Resource Aware Multifidelity Active Learning for Efficient Optimization.

Francesco Grassi Giorgio Manganini Michele Garraffa Laura Mainini

Published in: CoRR (2020)

Keyphrases

efficient optimization
active learning
optimization methods
semi supervised
machine learning
supervised learning
labeled data
training examples
learning algorithm
relevance feedback
semi supervised learning
generalization error
data points
small number
unlabeled data
convex relaxation
neural network