Hitting the High-Dimensional Notes: An ODE for SGD learning dynamics on GLMs and multi-index models.
Elizabeth Collins-WoodfinCourtney PaquetteElliot PaquetteInbar SeroussiPublished in: CoRR (2023)
Keyphrases
- high dimensional
- learning process
- accurate models
- prior knowledge
- learning algorithm
- learning models
- active learning
- learning tasks
- dynamic model
- machine learning
- support vector
- online learning
- experimental data
- learned models
- dimensionality reduction
- learning systems
- reinforcement learning
- hidden variables
- biological systems
- structured prediction