Topologically penalized regression on manifolds.
Olympio HacquardKrishnakumar BalasubramanianGilles BlanchardWolfgang PolonikClément LevrardPublished in: CoRR (2021)
Keyphrases
- locally linear
- model selection
- regression model
- least squares
- manifold learning
- linear regression
- maximum likelihood
- gaussian processes
- regression analysis
- simple linear
- loss function
- cell complexes
- data sets
- locally weighted
- regression function
- regression problems
- support vector regression
- cross validation
- feature space
- high dimensional data
- genetic programming
- regression algorithm
- ridge regression
- d objects
- decision trees
- machine learning