Işık Yazarı "Karlı, Deniz" Fen Edebiyat Fakültesi / Faculty of Arts and Sciences İçin Listeleme
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Adaptive convolution kernel for artificial neural networks
Tek, Faik Boray; Çam, İlker; Karlı, Deniz (Academic Press Inc., 2021-02)Many deep neural networks are built by using stacked convolutional layers of fixed and single size (often 3 × 3) kernels. This paper describes a method for learning the size of convolutional kernels to provide varying size ... -
An extension of a boundedness result for singular integral operators
Karlı, Deniz (Polska Akademia Nauk, 2016-03-30)We study some operators originating from classical Littlewood–Paley the- ory. We consider their modification with respect to our discontinuous setup, where the un- derlying process is the product of a one-dimensional ... -
Extension of mikhlin multiplier theorem to fractional derivatives and stable processes
Karlı, Deniz (Walter De Gruyter GMBH, 2018-04-25)In this paper, we prove a new generalized Mikhlin multiplier theorem whose conditions are given with respect to fractional derivatives in integral forms with two different integration intervals. We also discuss the connection ... -
A multiplier related to symmetric stable processes
Karlı, Deniz (Hacettepe University, 2017)In two recent papers [5] and [6], we generalized some classical results of Harmonic Analysis using probabilistic approach by means of a d- dimensional rotationally symmetric stable process. These results allow one to discuss ... -
Some boundary Harnack principles with uniform constants
Barlow, Martin T.; Karlı, Deniz (Springer Science and Business Media B.V., 2022-10)We prove two versions of a boundary Harnack principle in which the constants do not depend on the domain by using probabilistic methods.