From Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic Regression.
Xuxing ChenKrishnakumar BalasubramanianPromit GhosalBhavya AgrawallaPublished in: CoRR (2023)
Keyphrases
- objective function
- regression model
- cost function
- neural network
- pairwise
- computational complexity
- regression methods
- regression problems
- gaussian processes
- support vector regression
- linear regression
- polynomial regression
- stability analysis
- loss function
- model selection
- genetic algorithm
- data sets
- dynamical systems
- multi agent
- regression analysis
- particle swarm optimization
- support vector machine
- nonlinear dynamics
- locally weighted
- decision trees
- external disturbances