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Emre Ozfatura
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2020 – today
- 2024
- [j14]Kerem Ozfatura, Emre Ozfatura, Alptekin Küpçü, Deniz Gündüz:
Byzantines Can Also Learn From History: Fall of Centered Clipping in Federated Learning. IEEE Trans. Inf. Forensics Secur. 19: 2010-2022 (2024) - [j13]Michal Yemini, Rajarshi Saha, Emre Ozfatura, Deniz Gündüz, Andrea J. Goldsmith:
Robust Semi-Decentralized Federated Learning via Collaborative Relaying. IEEE Trans. Wirel. Commun. 23(7): 7520-7536 (2024) - [j12]Haotian Wu, Yulin Shao, Emre Ozfatura, Krystian Mikolajczyk, Deniz Gündüz:
Transformer-Aided Wireless Image Transmission With Channel Feedback. IEEE Trans. Wirel. Commun. 23(9): 11904-11919 (2024) - [i35]Chenghong Bian, Yulin Shao, Haotian Wu, Emre Ozfatura, Deniz Gündüz:
Process-and-Forward: Deep Joint Source-Channel Coding Over Cooperative Relay Networks. CoRR abs/2403.10613 (2024) - [i34]Emre Ozfatura, Kerem Ozfatura, Alptekin Küpçü, Deniz Gündüz:
Aggressive or Imperceptible, or Both: Network Pruning Assisted Hybrid Byzantines in Federated Learning. CoRR abs/2404.06230 (2024) - 2023
- [j11]Baturalp Buyukates, Emre Ozfatura, Sennur Ulukus, Deniz Gündüz:
Gradient Coding With Dynamic Clustering for Straggler-Tolerant Distributed Learning. IEEE Trans. Commun. 71(6): 3317-3332 (2023) - [j10]Yulin Shao, Emre Ozfatura, Alberto G. Perotti, Branislav M. Popovic, Deniz Gündüz:
AttentionCode: Ultra-Reliable Feedback Codes for Short-Packet Communications. IEEE Trans. Commun. 71(8): 4437-4452 (2023) - [c18]Emre Ozfatura, Yulin Shao, Amin Ghazanfari, Alberto Perotti, Branislav M. Popovic, Deniz Gündüz:
Feedback is Good, Active Feedback is Better: Block Attention Active Feedback Codes. ICC 2023: 6652-6657 - [c17]Emre Ozfatura, Chenghong Bian, Deniz Gündüz:
Do not Interfere but Cooperate: A Fully Learnable Code Design for Multi-Access Channels with Feedback. ISTC 2023: 1-5 - [i33]Emre Ozfatura, Chenghong Bian, Deniz Gündüz:
Do not Interfere but Cooperate: A Fully Learnable Code Design for Multi-Access Channels with Feedback. CoRR abs/2306.00659 (2023) - [i32]Haotian Wu, Yulin Shao, Emre Ozfatura, Krystian Mikolajczyk, Deniz Gündüz:
Transformer-aided Wireless Image Transmission with Channel Feedback. CoRR abs/2306.09101 (2023) - 2022
- [j9]Emre Ozfatura, Yulin Shao, Alberto G. Perotti, Branislav M. Popovic, Deniz Gündüz:
All You Need Is Feedback: Communication With Block Attention Feedback Codes. IEEE J. Sel. Areas Inf. Theory 3(3): 587-602 (2022) - [j8]Emre Ozfatura, Sennur Ulukus, Deniz Gündüz:
Coded Distributed Computing With Partial Recovery. IEEE Trans. Inf. Theory 68(3): 1945-1959 (2022) - [j7]Emre Ozfatura, Deniz Gündüz:
Uncoded Caching and Cross-Level Coded Delivery for Non-Uniform File Popularity. IEEE Trans. Inf. Theory 68(10): 6842-6859 (2022) - [c16]Michal Yemini, Rajarshi Saha, Emre Ozfatura, Deniz Gündüz, Andrea J. Goldsmith:
Semi-Decentralized Federated Learning with Collaborative Relaying. ISIT 2022: 1471-1476 - [i31]Michal Yemini, Rajarshi Saha, Emre Ozfatura, Deniz Gündüz, Andrea J. Goldsmith:
Robust Federated Learning with Connectivity Failures: A Semi-Decentralized Framework with Collaborative Relaying. CoRR abs/2202.11850 (2022) - [i30]Francesc Wilhelmi, Jernej Hribar, Selim F. Yilmaz, Emre Ozfatura, Kerem Ozfatura, Ozlem Yildiz, Deniz Gündüz, Hao Chen, Xiaoying Ye, Lizhao You, Yulin Shao, Paolo Dini, Boris Bellalta:
Federated Spatial Reuse Optimization in Next-Generation Decentralized IEEE 802.11 WLANs. CoRR abs/2203.10472 (2022) - [i29]Michal Yemini, Rajarshi Saha, Emre Ozfatura, Deniz Gündüz, Andrea J. Goldsmith:
Semi-Decentralized Federated Learning with Collaborative Relaying. CoRR abs/2205.10998 (2022) - [i28]Yulin Shao, Emre Ozfatura, Alberto Perotti, Branislav M. Popovic, Deniz Gündüz:
AttentionCode: Ultra-Reliable Feedback Codes for Short-Packet Communications. CoRR abs/2205.14955 (2022) - [i27]Emre Ozfatura, Yulin Shao, Alberto Perotti, Branislav M. Popovic, Deniz Gündüz:
All you need is feedback: Communication with block attention feedback codes. CoRR abs/2206.09457 (2022) - [i26]Kerem Ozfatura, Emre Ozfatura, Alptekin Küpçü, Deniz Gündüz:
Byzantines can also Learn from History: Fall of Centered Clipping in Federated Learning. CoRR abs/2208.09894 (2022) - [i25]Emre Ozfatura, Yulin Shao, Amin Ghazanfari, Alberto Perotti, Branislav M. Popovic, Deniz Gündüz:
Feedback is Good, Active Feedback is Better: Block Attention Active Feedback Codes. CoRR abs/2211.01730 (2022) - 2021
- [c15]Baturalp Buyukates, Emre Ozfatura, Sennur Ulukus, Deniz Gündüz:
Gradient Coding with Dynamic Clustering for Straggler Mitigation. ICC 2021: 1-6 - [c14]Emre Ozfatura, Kerem Ozfatura, Deniz Gündüz:
Time-Correlated Sparsification for Communication-Efficient Federated Learning. ISIT 2021: 461-466 - [c13]Emre Ozfatura, Kerem Ozfatura, Deniz Gündüz:
FedADC: Accelerated Federated Learning with Drift Control. ISIT 2021: 467-472 - [c12]Mehmet Emre Ozfatura, Junlin Zhao, Deniz Gündüz:
Fast Federated Edge Learning with Overlapped Communication and Computation and Channel-Aware Fair Client Scheduling. SPAWC 2021: 311-315 - [i24]Emre Ozfatura, Kerem Ozfatura, Deniz Gündüz:
Time-Correlated Sparsification for Communication-Efficient Federated Learning. CoRR abs/2101.08837 (2021) - [i23]Mohammad Malekzadeh, Burak Hasircioglu, Nitish Mital, Kunal Katarya, Mehmet Emre Ozfatura, Deniz Gündüz:
Dopamine: Differentially Private Federated Learning on Medical Data. CoRR abs/2101.11693 (2021) - [i22]Baturalp Buyukates, Emre Ozfatura, Sennur Ulukus, Deniz Gündüz:
Gradient Coding with Dynamic Clustering for Straggler-Tolerant Distributed Learning. CoRR abs/2103.01206 (2021) - [i21]Emre Ozfatura, Muhammad Zaid Hameed, Kerem Ozfatura, Deniz Gündüz:
Less is More: Feature Selection for Adversarial Robustness with Compressive Counter-Adversarial Attacks. CoRR abs/2106.10252 (2021) - [i20]Mehmet Emre Ozfatura, Junlin Zhao, Deniz Gündüz:
Fast Federated Edge Learning with Overlapped Communication and Computation and Channel-Aware Fair Client Scheduling. CoRR abs/2109.06710 (2021) - [i19]Emre Ozfatura, Deniz Gündüz, H. Vincent Poor:
Collaborative Learning over Wireless Networks: An Introductory Overview. CoRR abs/2112.05559 (2021) - 2020
- [j6]Deniz Gündüz, David Burth Kurka, Mikolaj Jankowski, Mohammad Mohammadi Amiri, Emre Ozfatura, Sreejith Sreekumar:
Communicate to Learn at the Edge. IEEE Commun. Mag. 58(12): 14-19 (2020) - [j5]Emre Ozfatura, Sennur Ulukus, Deniz Gündüz:
Straggler-Aware Distributed Learning: Communication-Computation Latency Trade-Off. Entropy 22(5): 544 (2020) - [j4]Emre Ozfatura, Deniz Gündüz:
Mobility-Aware Coded Storage and Delivery. IEEE Trans. Commun. 68(6): 3275-3285 (2020) - [c11]Emre Ozfatura, Baturalp Buyukates, Deniz Gündüz, Sennur Ulukus:
Age-Based Coded Computation for Bias Reduction in Distributed Learning. GLOBECOM 2020: 1-6 - [c10]Emre Ozfatura, Stefano Rini, Deniz Gündüz:
Decentralized SGD with Over-the-Air Computation. GLOBECOM 2020: 1-6 - [c9]Mehdi Salehi Heydar Abad, Emre Ozfatura, Deniz Gündüz, Özgür Erçetin:
Hierarchical Federated Learning ACROSS Heterogeneous Cellular Networks. ICASSP 2020: 8866-8870 - [i18]Emre Ozfatura, Stefano Rini, Deniz Gündüz:
Decentralized SGD with Over-the-Air Computation. CoRR abs/2003.04216 (2020) - [i17]Emre Ozfatura, Sennur Ulukus, Deniz Gündüz:
Straggler-aware Distributed Learning: Communication Computation Latency Trade-off. CoRR abs/2004.04948 (2020) - [i16]Emre Ozfatura, Baturalp Buyukates, Deniz Gündüz, Sennur Ulukus:
Age-Based Coded Computation for Bias Reduction in Distributed Learning. CoRR abs/2006.01816 (2020) - [i15]Emre Ozfatura, Sennur Ulukus, Deniz Gündüz:
Coded Distributed Computing with Partial Recovery. CoRR abs/2007.02191 (2020) - [i14]Deniz Gündüz, David Burth Kurka, Mikolaj Jankowski, Mohammad Mohammadi Amiri, Emre Ozfatura, Sreejith Sreekumar:
Communicate to Learn at the Edge. CoRR abs/2009.13269 (2020) - [i13]Baturalp Buyukates, Emre Ozfatura, Sennur Ulukus, Deniz Gündüz:
Gradient Coding with Dynamic Clustering for Straggler Mitigation. CoRR abs/2011.01922 (2020) - [i12]Kerem Ozfatura, Emre Ozfatura, Deniz Gündüz:
Distributed Sparse SGD with Majority Voting. CoRR abs/2011.06495 (2020) - [i11]Emre Ozfatura, Kerem Ozfatura, Deniz Gündüz:
FedADC: Accelerated Federated Learning with Drift Control. CoRR abs/2012.09102 (2020)
2010 – 2019
- 2019
- [j3]Emre Ozfatura, Sherif ElAzzouni, Özgür Erçetin, Tamer A. ElBatt:
Optimal throughput performance in full-duplex relay assisted cognitive networks. Wirel. Networks 25(4): 1931-1947 (2019) - [c8]Emre Ozfatura, Deniz Gündüz, Sennur Ulukus:
Gradient Coding with Clustering and Multi-Message Communication. DSW 2019: 42-46 - [c7]Emre Ozfatura, Sennur Ulukus, Deniz Gündüz:
Distributed Gradient Descent with Coded Partial Gradient Computations. ICASSP 2019: 3492-3496 - [c6]Emre Ozfatura, Deniz Gündüz, Sennur Ulukus:
Speeding Up Distributed Gradient Descent by Utilizing Non-persistent Stragglers. ISIT 2019: 2729-2733 - [c5]Mehdi Salehi Heydar Abad, Mehmet Emre Ozfatura, Özgür Erçetin, Deniz Gündüz:
Dynamic Content Updates in Heterogeneous Wireless Networks. WONS 2019: 107-110 - [i10]Mehdi Salehi Heydar Abad, Emre Ozfatura, Özgür Erçetin, Deniz Gündüz:
Dynamic Content Updates in Heterogeneous Wireless Networks. CoRR abs/1902.09445 (2019) - [i9]Emre Ozfatura, Deniz Gündüz, Sennur Ulukus:
Gradient Coding with Clustering and Multi-message Communication. CoRR abs/1903.01974 (2019) - [i8]Mehdi Salehi Heydar Abad, Emre Ozfatura, Deniz Gündüz, Özgür Erçetin:
Hierarchical Federated Learning Across Heterogeneous Cellular Networks. CoRR abs/1909.02362 (2019) - 2018
- [j2]Emre Ozfatura, Deniz Gündüz:
Mobility and Popularity-Aware Coded Small-Cell Caching. IEEE Commun. Lett. 22(2): 288-291 (2018) - [j1]Emre Ozfatura, Özgür Erçetin, Hazer Inaltekin:
Optimal Network-Assisted Multiuser DASH Video Streaming. IEEE Trans. Broadcast. 64(2): 247-265 (2018) - [c4]Emre Ozfatura, Deniz Gündüz:
Uncoded Caching and Cross-Level Coded Delivery for Non-Uniform File Popularity. ICC 2018: 1-6 - [c3]Emre Ozfatura, Thomas Rarris, Deniz Gündüz, Özgür Erçetin:
Delay-Aware Coded Caching for Mobile Users. PIMRC 2018: 1-5 - [c2]Emre Ozfatura, Deniz Gündüz:
Mobility-Aware Coded Storage and Delivery. WSA 2018: 1-6 - [i7]Emre Ozfatura, Deniz Gündüz:
Uncoded Caching and Cross-level Coded Delivery for Non-uniform File Popularity. CoRR abs/1802.01135 (2018) - [i6]Emre Ozfatura, Deniz Gündüz:
Mobility-Aware Coded Storage and Delivery. CoRR abs/1804.01903 (2018) - [i5]Emre Ozfatura, Thomas Rarris, Deniz Gündüz, Özgür Erçetin:
Delay-Aware Coded Caching for Mobile Users. CoRR abs/1807.02548 (2018) - [i4]Emre Ozfatura, Deniz Gündüz, Sennur Ulukus:
Speeding Up Distributed Gradient Descent by Utilizing Non-persistent Stragglers. CoRR abs/1808.02240 (2018) - [i3]Emre Ozfatura, Sennur Ulukus, Deniz Gündüz:
Distributed Gradient Descent with Coded Partial Gradient Computations. CoRR abs/1811.09271 (2018) - 2017
- [i2]Emre Ozfatura, Özgür Erçetin, Hazer Inaltekin:
Optimal Network-Assisted Multi-user DASH Video Streaming. CoRR abs/1703.03214 (2017) - [i1]Emre Ozfatura, Deniz Gündüz:
Mobility and Popularity-Aware Coded Small-Cell Caching. CoRR abs/1711.07859 (2017) - 2014
- [c1]Emre Ozfatura, Özgür Erçetin, Hazer Inaltekin:
Optimizing playback delay for multiuser video streaming. PIMRC 2014: 2002-2007
Coauthor Index
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