Generalization as Dynamical Robustness-The Role of Riemannian Contraction in Supervised Learning.
Leo KozachkovPatrick M. WensingJean-Jacques E. SlotinePublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- supervised learning
- unsupervised learning
- training set
- supervised machine learning
- learning machines
- training data
- reinforcement learning
- learning tasks
- training examples
- semi supervised learning
- learning algorithm
- multiple instance learning
- labeled data
- machine learning
- semi supervised
- learning problems
- manifold learning
- multi class
- decision trees
- euclidean metric