Learning with invariances in random features and kernel models.

Song Mei Theodor Misiakiewicz Andrea Montanari

Published in: COLT (2021)

Keyphrases

prior knowledge
learned models
learning algorithm
learning models
learning tasks
feature space
component analysis

predictive power
supervised learning
learning systems
classification models
reinforcement learning
accurate models
feature representations

hidden variables
knowledge acquisition
image features
active learning
learning process
learning problems

model selection
text classification
qualitative models
low level
feature vectors
supervised learning algorithms