no code implementations • 15 Apr 2016 • Josef Kittler, Cemre Zor
In this paper, we postulate the properties that a divergence measure should satisfy and propose a novel divergence measure, referred to as Delta divergence.
no code implementations • 7 Sep 2020 • Sara Atito Ali Ahmed, Cemre Zor, Berrin Yanikoglu, Muhammad Awais, Josef Kittler
Deep neural networks have enhanced the performance of decision making systems in many applications including image understanding, and further gains can be achieved by constructing ensembles.
no code implementations • 5 Jan 2021 • Cemre Zor, Terry Windeatt
Standard bias and variance (B&V) terminologies were originally defined for the regression setting and their extensions to classification have led to several different models / definitions in the literature.