Precise Error Analysis of Regularized M-Estimators in High Dimensions.

Christos Thrampoulidis Ehsan Abbasi Babak Hassibi

Published in: IEEE Trans. Inf. Theory (2018)

Keyphrases

error analysis
high dimensions
least squares
high dimensional
high dimensional data
cross ratio
error correction
poor quality
high dimensional spaces
error estimates
high dimensionality
robust estimation
machine learning
cross validation
multi dimensional
pattern recognition
data structure
face recognition