Search Results - "Güler, Başak"

Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning by So, Jinhyun, Guler, Basak, Avestimehr, A. Salman

“…Federated learning is a distributed framework for training machine learning models over the data residing at mobile devices, while protecting the privacy of…”
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Scalable Multi-Round Multi-Party Privacy-Preserving Neural Network Training by Lu, Xingyu, Basaran, Umit Yigit, Guler, Basak

“…Privacy-preserving machine learning has achieved breakthrough advances in collaborative training of machine learning models, under strong information-theoretic…”
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Secure Aggregation for Clustered Federated Learning With Passive Adversaries by Us Sami, Hasin, Guler, Basak

“…Clustered federated learning is a popular paradigm to tackle data heterogeneity in federated learning, by training personalized models for groups of users with…”
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Secure Gradient Aggregation with Sparsification for Resource-Limited Federated Learning by Sami, Hasin Us, Guler, Basak

“…Secure aggregation is an information-theoretic mechanism for gradient aggregation in federated learning, to aggregate the local user gradients without…”
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Privacy-Preserving Collaborative Learning With Linear Communication Complexity by Lu, Xingyu, Sami, Hasin Us, Guler, Basak

“…Collaborative machine learning enables privacy-preserving training of machine learning models without collecting sensitive client data. Despite recent…”
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Over-the-Air Clustered Federated Learning by Sami, Hasin Us, Guler, Basak

“…Over-the-air federated learning (FL) is a recent paradigm to address the communication bottleneck of FL, where a machine learning model is trained by…”
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SCALR: Communication-Efficient Secure Multi-Party Logistic Regression by Lu, Xingyu, Sami, Hasin Us, Guler, Basak

“…Privacy-preserving coded computing is a popular framework for multiple data-owners to jointly train machine learning models, with strong end-to-end…”
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Over-the-Air Personalized Federated Learning by Sami, Hasin Us, Guler, Basak

“…Federated learning is a distributed framework for training a machine learning model over the data stored by wireless devices. A major challenge in doing so is…”
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CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning by So, Jinhyun, Guler, Basak, Avestimehr, A. Salman

“…How to train a machine learning model while keeping the data private and secure? We present CodedPrivateML, a fast and scalable approach to this critical…”
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Lossy Coding of Correlated Sources Over a Multiple Access Channel: Necessary Conditions and Separation Results by Guler, Basak, Gunduz, Deniz, Yener, Aylin

“…Lossy coding of correlated sources over a multiple access channel (MAC) is studied. First, a joint source-channel coding scheme is presented when the decoder…”
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Is the low AMH level associated with the risk of cardiovascular disease in obese pregnants? by Güler, Başak, Özler, Sibel, Kadıoğlu, Nezaket, Özkan, Eda, Güngören, Merve Sibel, Çelen, Şevki

“…Our aim was to investigate whether Antimullerian Hormone (AMH), complete blood count (CBC), Homeostasis model assessment (HOMA-IR), systolic blood pressure…”
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Variable genetic penetrance of myotonic dystrophy following the diagnosis of idiopathic polyhydramnios by Güler, Başak, Kılıç, Sevtap H, Kızıltan, Mustafa Y

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Ovulation Induction is a More Effective Stimulant on Antiovarian Antibody Production than In Vitro Fertilization by Kadıoğlu, Nezaket, Güler, Başak, Özler, Sibel, Kılıç, Sevtap, Çiçek, M. Nedim, Batıoğlu, A. Sertaç

“…Introduction Our aim in this study is to evaluate the effects of in vitro fertilization (IVF), including controlled ovarian hyperstimulation (COH) and the…”
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Chorangioma (benign capillary hemangioma) of the placenta by Gümüş Güler,Başak, Danışman,Nuri, Özler,Sibel, Öztaş,Efser

“…Chorioangioma is the most common benign vascular tumor of the placenta1. The incidence of the ones having diameters more than 5 cm is 1/3500-1/9.000 dir 2…”
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A Framework for Sustainable Federated Learning by Guler, Basak, Yener, Aylin

“…Potential environmental impact of machine learning in large-scale wireless networks is a major challenge for the sustainability of next-generation intelligent…”
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Scattering Properties of Eigenparameter-Dependent Impulsive Sturm–Liouville Equations by Bairamov, Elgiz, Aygar, Yelda, Oznur, Guler Başak

“…The main aim of this work is to investigate the properties of scattering solutions and the scattering function of an impulsive Sturm–Liouville boundary value…”
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A Study of The Scattering Properties of Eigenparameter- Dependent Matrix Difference Operator With Transmission Condition by ÖZNUR, GÜLER BAŞAK, AYGAR, YELDA

“…In this paper, we set a transmission boundary value problem for a matrix valued difference equation on the semi axis. The main purpose of this study is to…”
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Role of Versican and ADAMTS-1 in Polycystic Ovary Syndrome by Özler, Sibel, Öztaş, Efser, Tokmak, Aytekin, Ergin, Merve, Kuru Pekcan, Meryem, Gümüş Güler, Başak, Yakut, Halil İbrahim, Yılmaz, Nafiye

“…ADAMTS-1 is a matrix metalloproteinase which cleaves versican in the cumulus oocyte complex under the effect of luteinizing hormone surge in the periovulatory…”
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On the necessary conditions for transmitting correlated sources over a multiple access channel by Guler, Basak, Gunduz, Deniz, Yener, Aylin

“…We study the lossy communication of correlated sources over a multiple access channel (MAC). In particular, we provide a new set of necessary conditions for…”
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Spectral singularities of an impulsive Sturm-Liouville operators by ÖZNUR, Güler Başak

“…In this paper, we handle an impulsive Sturm–Liouville equation with complex potential on the semi axis. The objective of this work is to examine some spectral…”
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