How to induce regularization in generalized linear models: A guide to reparametrizing gradient flow.
Hung-Hsu ChouJohannes MalyDominik StögerPublished in: CoRR (2023)
Keyphrases
- generalized linear models
- gradient flow
- variational formulation
- regression model
- logistic regression
- energy functional
- curve evolution
- regularization term
- linear regression
- active contours
- level set
- optical flow
- active contour model
- partial differential equations
- mumford shah functional
- decision trees
- prior information
- level set method
- high dimensional
- object boundaries
- high order
- image enhancement
- regularization parameter
- loss function
- least squares
- piecewise smooth
- prior knowledge
- bayesian networks