Robust ear identification using sparse representation of local texture descriptors

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

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Numerical Analysis, Classical Gradient Algorithm, Deblurring +14

Robust Face Recognition via Sparse Representation

John Wright, A. Yang, Arvind Ganesh et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 9.5K citations

Face Detection, Sparse Representation, Machine Vision +14

Sparse signal reconstruction from limited data using FOCUSS: a re-weighted minimum norm algorithm

I.F. Gorodnitsky, Bhaskar D. Rao · IEEE Transactions on Signal Processing · 1997 · 1.8K citations

Numerical Analysis, Engineering, Machine Learning +18

Better Subset Regression Using the Nonnegative Garrote

Leo Breiman · Technometrics · 1995 · 786 citations

Engineering, High-dimensional Method, Data Science +11

Better Subset Regression Using the Nonnegative Garrote

Leo Breiman · Technometrics · 1995 · 618 citations

Engineering, High-dimensional Method, Data Science +11