10 citations · 18 across the 10 of their papers we have counts for
3 papers · 1 filter
Robust Least Squares Methods Under Bounded Data Uncertainties
N. Denizcan Vanli, Mehmet A. Donmez, Suleyman S. Kozat
We study the problem of estimating an unknown deterministic signal that is observed through an unknown deterministic data matrix under additive noise. In particular, we present a m…
A New Analysis of an Adaptive Convex Mixture: A Deterministic Approach
Mehmet A. Donmez, Sait Tunc, Suleyman S. Kozat
We introduce a new analysis of an adaptive mixture method that combines outputs of two constituent filters running in parallel to model an unknown desired signal. This adaptive mix…
A Novel Robust Approach to Least Squares Problems with Bounded Data Uncertainties
Nargiz Kalantarova, Mehmet A. Donmez, Suleyman S. Kozat
In this correspondence, we introduce a minimax regret criteria to the least squares problems with bounded data uncertainties and solve it using semi-definite programming. We invest…