11 citations · 14 across the 5 of their papers we have counts for
6 papers
Repeated Observations for Classification
Hüseyin Afşer, László Györfi, Harro Walk
We study the problem nonparametric classification with repeated observations. Let $\bX$ be the dimensional feature vector and let denote the label taking values in $\{1,\do…
A Baseline Statistical Method For Robust User-Assisted Multiple Segmentation
Huseyin Afser
Recently, several image segmentation methods that welcome and leverage different types of user assistance have been developed. In these methods, the user inputs can be provided by…
Some Remarks on Bayesian Multiple Hypothesis Testing
Hüseyin Afşer
We consider Bayesian multiple hypothesis problem with independent and identically distributed observations. The classical, Sanov's theorem-based, analysis of the error probability…
Statistical Classification via Robust Hypothesis Testing: Non-Asymptotic and Simple Bounds
Hüseyin Afşer
We consider Bayesian multiple statistical classification problem in the case where the unknown source distributions are estimated from the labeled training sequences, then the esti…
Statistical Classification via Robust Hypothesis Testing
Hüseyin Afşer
In this letter, we consider multiple statistical classification problem where a sequence of n independent and identically distributed observations, that are generated by one of M d…
Polar Codes With Higher-Order Memory
Hüseyin Afşer, Hakan Deliç
We introduce the design of a set of code sequences , with memory order and code-length , where is the…