5 citations · 9 across the 3 of their papers we have counts for
3 papers
cs.IT2015
Comments On "Multipath Matching Pursuit" by Kwon, Wang and Shim
Nazim Burak Karahanoglu, Hakan Erdogan
Straightforward combination of tree search with matching pursuits, which was suggested in 2001 by Cotter and Rao, and then later developed by some other authors, has been revisited…
cs.IT2012★ 4 cited
Online Recovery Guarantees and Analytical Results for OMP
Nazim Burak Karahanoglu, Hakan Erdogan
Orthogonal Matching Pursuit (OMP) is a simple, yet empirically competitive algorithm for sparse recovery. Recent developments have shown that OMP guarantees exact recovery of K-spa…
cs.LG2011★ 5 cited
Max-Margin Stacking and Sparse Regularization for Linear Classifier Combination and Selection
Mehmet Umut Sen, Hakan Erdogan
The main principle of stacked generalization (or Stacking) is using a second-level generalizer to combine the outputs of base classifiers in an ensemble. In this paper, we investig…