Determinantal Point Processes Implicitly Regularize Semiparametric Regression Problems.
Michaël FanuelJoachim SchreursJohan A. K. SuykensPublished in: SIAM J. Math. Data Sci. (2022)
Keyphrases
- point processes
- regression problems
- semi parametric
- genetic programming
- linear regression
- monte carlo
- cross validation
- hot spots
- input space
- high dimensional data
- random forests
- feature selection
- spatial analysis
- support vector machine
- hyperparameters
- multi task
- learning machines
- low dimensional
- markov chain
- genetic algorithm
- support vector
- least squares