Online learning with kernel regularized least mean square algorithms

A Tutorial on Support Vector Machines for Pattern Recognition

Christopher J. C. Burges · Data Mining and Knowledge Discovery · 1998 · 16.4K citations

Computing, Computer Science, Data Mining +13

Decoding by Linear Programming

Emmanuel J. Candès, Terence Tao · IEEE Transactions on Information Theory · 2005 · 7.3K citations

Engineering, Computer Science, Fault-tolerant Computing +9

Theory of reproducing kernels

N. Aronszajn · Transactions of the American Mathematical Society · 1950 · 5.4K citations · Full text

Natural Sciences, Mathematics, Computational Geometry +9

Greed is Good: Algorithmic Results for Sparse Approximation

Joel A. Tropp · IEEE Transactions on Information Theory · 2004 · 3.7K citations

Computing, Computer Science, Electrical Engineering +17

A TUTORIAL ON SUPPORT VECTOR MACHINES FOR PATTERN RECOGNITION, DATA MINING AND KNOWLEDGE DISCOVERY

Burger C.J.C. · 1998 · 3.3K citations

Computing, Computer Science, Data Science +12