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Batuhan Arasli and Sennur Ulukus
Group testing idea is an efficient approach to detect prevalence of an infection in the test samples taken from a group of individuals. It is based on the idea of pooling the test samples and performing tests to the mixed samples. This approach results i...
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Batuhan Arasli and Sennur Ulukus
Group testing is an efficient algorithmic approach to the infection identification problem, based on mixing the test samples and testing the mixed samples instead of individually testing each sample. In this paper, we consider the dynamic infection sprea...
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Matin Mortaheb, Cemil Vahapoglu and Sennur Ulukus
Multi-task learning (MTL) is a paradigm to learn multiple tasks simultaneously by utilizing a shared network, in which a distinct header network is further tailored for fine-tuning for each distinct task. Personalized federated learning (PFL) can be achi...
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Yi-Peng Wei, Batuhan Arasli, Karim Banawan and Sennur Ulukus
We consider the private information retrieval (PIR) problem from decentralized uncoded caching databases. There are two phases in our problem setting, a caching phase, and a retrieval phase. In the caching phase, a data center containing all the K files,...
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Hua Sun and Chao Tian
The capacity of private information retrieval (PIR) from databases coded using maximum distance separable (MDS) codes was previously characterized by Banawan and Ulukus, where it was assumed that the messages are encoded and stored separably in the datab...
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Ulukus, S. Yates, R. D.
Pág. 903 - 909
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Yener, A. Yates, R. D. Ulukus, S.
Pág. 1087 - 1095
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Ulukus, S; Yates, R D
Pág. 1989 - 1998
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Ulukus, S; Yates, R D
Pág. 1530 - 1541
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