The Curse of Depth in Kernel Regime.
Soufiane HayouArnaud DoucetJudith RousseauPublished in: ICBINB@NeurIPS (2021)
Keyphrases
- high dimensional
- high dimensional data
- kernel function
- support vector
- depth information
- kernel methods
- depth map
- partial least squares regression
- neural network
- kernel space
- nearest neighbor
- dimensionality reduction
- dimension reduction
- depth estimation
- component analysis
- kernel regression
- multiscale
- sparse kernel
- convolution kernel
- pairwise
- feature space
- multiple kernel learning
- machine learning