Scenario optimization with relaxation: a new tool for design and application to machine learning problems.

Marco C. Campi Simone Garatti

Published in: CDC (2020)

Keyphrases

learning problems
learning tasks
supervised learning
machine learning
real world
convex optimization problems
information retrieval
optimization problems
machine learning algorithms
kernel methods
sample complexity
statistical learning theory
semi supervised learning
multi task
multiple kernel learning