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Dopamine: Differentially Private Federated Learning on Medical Data

Jan 29, 2021
Mohammad Malekzadeh, Burak Hasircioglu, Nitish Mital, Kunal Katarya, Mehmet Emre Ozfatura, Deniz Gündüz

* The Second AAAI Workshop on Privacy-Preserving Artificial Intelligence (PPAI-21) 

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Dopamine: Differentially Private Secure Federated Learning on Medical Data

Jan 27, 2021
Mohammad Malekzadeh, Burak Hasircioglu, Nitish Mital, Kunal Katarya, Mehmet Emre Ozfatura, Deniz Gündüz

* The Second AAAI Workshop on Privacy-Preserving Artificial Intelligence (PPAI-21) 

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Bandwidth-Agile Image Transmission with Deep Joint Source-Channel Coding

Sep 26, 2020
David Burth Kurka, Deniz Gündüz


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Distributed Deep Reinforcement Learning for Functional Split Control in Energy Harvesting Virtualized Small Cells

Aug 07, 2020
Dagnachew Azene Temesgene, Marco Miozzo, Deniz Gündüz, Paolo Dini

* Submitted to IEEE transaction on sustainable computing. arXiv admin note: text overlap with arXiv:1906.05735 

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DeepJSCC-f: Deep Joint-Source Channel Coding of Images with Feedback

Nov 25, 2019
David Burth Kurka, Deniz Gündüz


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Energy-Aware Analog Aggregation for Federated Learning with Redundant Data

Nov 01, 2019
Yuxuan Sun, Sheng Zhou, Deniz Gündüz

* Submitted for publication 

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Deep Convolutional Compression for Massive MIMO CSI Feedback

Jul 02, 2019
Qianqian Yang, Mahdi Boloursaz Mashhadi, Deniz Gündüz

* Submitted to MLSP 

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A Reinforcement Learning Approach to Age of Information in Multi-User Networks

Jun 01, 2018
Elif Tuğçe Ceran, Deniz Gündüz, András György


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The Multi-layer Information Bottleneck Problem

Nov 14, 2017
Qianqian Yang, Pablo Piantanida, Deniz Gündüz

* 5 pages, 2 figures 

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Content-Level Selective Offloading in Heterogeneous Networks: Multi-armed Bandit Optimization and Regret Bounds

Jul 23, 2014
Pol Blasco, Deniz Gündüz

* submitted for publication. arXiv admin note: text overlap with arXiv:1402.3247 

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A Learning Theoretic Approach to Energy Harvesting Communication System Optimization

Dec 06, 2012
Pol Blasco, Deniz Gündüz, Mischa Dohler

* IEEE TRANSACTIONS ON WIRELESS COMM UNICATIONS, VOL. 12, NO. 4, APRIL 2013 

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