From Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic Regression.
Xuxing ChenKrishna BalasubramanianPromit GhosalBhavya AgrawallaPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- objective function
- regression model
- cost function
- dynamic model
- model selection
- neural network
- pairwise
- loss function
- computational complexity
- dynamical systems
- simple linear
- stability analysis
- support vector regression
- particle swarm optimization
- least squares
- artificial neural networks
- semi supervised
- initial conditions
- regression algorithm
- ridge regression
- regression function
- locally weighted