Quantifying Learning Guarantees for Convex but Inconsistent Surrogates.

Kirill Struminsky Simon Lacoste-Julien Anton Osokin

Published in: NeurIPS (2018)

Keyphrases

learning problems
online learning
learning systems
real time
pairwise
learning tasks
empirical studies
unsupervised learning
inductive inference
learning community
incremental learning
mobile learning
prior knowledge
learning process
objective function
reinforcement learning
case study