Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions.

Shuaiwen Wang Wenda Zhou Haihao Lu Arian Maleki Vahab S. Mirrokni

Published in: CoRR (2018)

Keyphrases

parameter tuning
high dimensions
high dimensional data
high dimensional
ink bleed
parameter settings
high dimensional spaces
dimensionality reduction
cross validation
high dimensionality
poor quality
image processing
data points
nearest neighbor
model selection