Zobrazeno 1 - 8
of 8
pro vyhledávání: '"Aydin Sarraf"'
Autor:
Saeed Khalili, Aydin Sarraf
Publikováno v:
Neurocomputing. 488:540-546
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::33e272888add1a708ce3e70eff6f6d50
https://doi.org/10.1016/j.neucom.2021.11.062
https://doi.org/10.1016/j.neucom.2021.11.062
Publikováno v:
Computational and Applied Mathematics. 42
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5daf1a8f6a14b1f6740dfc8c219307de
https://doi.org/10.1007/s40314-023-02323-9
https://doi.org/10.1007/s40314-023-02323-9
Autor:
Nie Yimin, Aydin Sarraf
Publikováno v:
SN Computer Science. 2
The generative adversarial network (GAN) is one of the most popular tools in machine learning. In this work, we present a new framework, RGAN, which is a generative adversarial network with the Renyi loss function. We show that RGAN can generate more
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::87557ae2869d196578145f37b47f28dd
https://doi.org/10.1007/s42979-020-00403-9
https://doi.org/10.1007/s42979-020-00403-9
Autor:
Soufiane Belharbi, Aydin Sarraf, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
Class Activation Mapping (CAM) methods have recently gained much attention for weakly-supervised object localization (WSOL) tasks. They allow for CNN visualization and interpretation without training on fully annotated image datasets. CAM methods are
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fb5072e2b448355ca6ff912853525267
Autor:
Aydin Sarraf
Publikováno v:
Neural networks : the official journal of the International Neural Network Society. 127
We give a tight upper bound on the generalization error of 2-times continuously differentiable feedforward neural networks if the loss function is 2-times continuously differentiable as well. The upper bound consists of two terms, the first term indi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1dfebdf65e5bc3d11c9b38de5bf1c774
https://pubmed.ncbi.nlm.nih.gov/32283436
https://pubmed.ncbi.nlm.nih.gov/32283436
Autor:
Kamal Rashedi, Aydin Sarraf
Publikováno v:
The European Physical Journal Plus. 133
In this paper, we consider inverse problems of the heat conduction process in one and two-dimensional homogeneous bodies of finite size, subject to the given initial and boundary conditions. The considered inverse problems are severely ill-posed sinc
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::fefd232f75a6a5d47b775e2387171fe3
https://doi.org/10.1140/epjp/i2018-12193-8
https://doi.org/10.1140/epjp/i2018-12193-8
Publikováno v:
Positivity. 20:743-754
We give several general theorems concerning positive definite solutions of Riemann-Hilbert problems on the real line. Furthermore, as an example, we apply our theory to the characteristic function of a class of Levy processes and we find the distribu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d10d0a44e75a84263c1841ea44f21bd7
https://doi.org/10.1007/s11117-015-0384-y
https://doi.org/10.1007/s11117-015-0384-y
Publikováno v:
Cogent Mathematics, Vol 3, Iss 1 (2016)
In this paper, we investigate some properties of Toeplitz matrices with respect to different matrix products. We also give some results regarding circulant matrices, skew-circulant matrices and approximation by Toeplitz matrices over the field of com
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d1a643da552c60a8af3c0dabdffeb57f
https://doaj.org/article/d2d6ebb2053f4ee2b3887fc03fa88912
https://doaj.org/article/d2d6ebb2053f4ee2b3887fc03fa88912