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Showing results 1 to 18 of 18

1
Bayesian Variational Federated Learning and Unlearning in Decentralized Networks

Gong, Jinu; Simeone, Osvaldo; Kang, Joonhyuk, 2021 IEEE 22nd International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), pp.216 - 220, Institute of Electrical and Electronics Engineers Inc., 2021-09

2
BEAMFORMING DESIGN FOR JOINT LOCALIZATION AND DATA TRANSMISSION IN DISTRIBUTED ANTENNA SYSTEMS

Jeong, Seongah; Simeone, Osvaldo; Haimovich, Alexander; Kang, Joonhyuk, 1st IEEE Global Conference on Signal and Information Processing, IEEE, 2013-12-03

3
Cloud-aided edge caching with wireless multicast fronthauling in fog radio access networks

Koh, Jeongwan; Simeone, Osvaldo; Tandon, Ravi; Kang, Joonhyuk, 2017 IEEE Wireless Communications and Networking Conference, WCNC 2017, Institute of Electrical and Electronics Engineers Inc., 2017-03-22

4
Coded Federated Computing in Wireless Networks with Straggling Devices and Imperfect CSI

Ha, Sukjong; Zhang, Jingjing; Simeone, Osvaldo; Kang, Joonhyuk, 2019 IEEE International Symposium on Information Theory, ISIT 2019, pp.2649 - 2653, Institute of Electrical and Electronics Engineers Inc., 2019-07-07

5
Control-data separation across edge and cloud for uplink communications in C-RAN

Kang, Jinkyu; Simeone, Osvaldo; Kang, Joonhyuk; Shamai, Shlomo, IEEE Wireless Communications and Networking Conference, WCNC 2017, Institute of Electrical and Electronics Engineers Inc., 2017-03

6
Cooperative Learning via Federated Distillation over Fading Channels

Ahn, Jin-Hyun; Simeone, Osvaldo; Kang, Joonhyuk, 45th IEEE International Conference on Acoustics, Speech, and Signal Processing, pp.8856 - 8860, Institute of Electrical and Electronics Engineers Inc., 2020-05-04

7
End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta- Learning

Park, Sangwoo; Simeone, Osvaldo; Kang, Joonhyuk, 21th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2020, Institute of Electrical and Electronics Engineers Inc., 2020-05-26

8
Forget-SVGD: Particle-Based Bayesian Federated Unlearning

Gong, Jinu; Kang, Joonhyuk; Simeone, Osvaldo; Kassab, Rahif, 2022 IEEE Data Science and Learning Workshop (DSLW), Institute of Electrical and Electronics Engineers Inc., 2022-05

9
From Learning to Meta-Learning: Reduced Training Overhead and Complexity for Communication Systems

Park, Sangwoo; Simeone, Osvaldo; Kang, Joonhyuk, 2nd 6G Wireless Summit, 6G SUMMIT 2020, Institute of Electrical and Electronics Engineers Inc., 2020-03-17

10
Joint Precoding and Fronthaul Optimization for C-RANs in Ergodic Fading Channels

Kang, Jinkyu; Simeone, Osvaldo; Kang, Joon-Hyuk; Shamai, Shlomo, ICC Workshops (IWCPM 2015), IEEE, 2015-06-12

11
JOINT SIGNAL AND CHANNEL STATE INFORMATION COMPRESSION FOR UPLINK NETWORK MIMO SYSTEMS

Kang, Jinkyu; Simeone, Osvaldo; Kang, Joonhyuk; Shamai, Shlomo (Shitz), 1st IEEE Global Conference on Signal and Information Processing, pp.875 - 878, IEEE, 2013-12-03

12
Learning How to Demodulate from Few Pilots via Meta-Learning

Park, Sangwoo; Jang, Hyeryung; Simeone, Osvaldo; Kang, Joonhyuk, 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2019, Institute of Electrical and Electronics Engineers Inc., 2019-07-02

13
Meta-learning to communicate: Fast end-to-end training for fading channels

Park, Sangwoo; Simeone, Osvaldo; Kang, Joonhyuk, 45th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020, Institute of Electrical and Electronics Engineers Inc., 2020-05-04

14
Meta-ViterbiNet: Online Meta-Learned Viterbi Equalization for Non-Stationary Channels

Raviv,Tomer; Park, Sangwoo; Shlezinger, Nir; Simeone, Osvaldo; Eldar,Yonina C; Kang, Joonhyuk, 2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021, Institute of Electrical and Electronics Engineers Inc., 2021-06

15
Multivariate Fronthaul Quantization for C-RAN Downlink: Channel-Adaptive Joint Quantization in the Cloud

Lee, Wonju; Simeone, Osvaldo; Shamai (Shitz), Shlomo; Kang, Joon Hyuk, IEEE International Conference on Communications (ICC 2016), IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2016-05

16
Optimization of Multistatic Cloud Radar with Multiple-Access Wireless Backhaul

Jeong, Seongah; Simeone, Osvaldo; Haimovich, Alexander; Kang, Joon-Hyuk, Radar Conference, IEEE, 2015-05

17
Wireless Federated Distillation for Distributed Edge Learning with Heterogeneous Data

Ahn, Jin-Hyun; Simeone, Osvaldo; Kang, Joonhyuk, 30th IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2019, pp.1138 - 1143, Institute of Electrical and Electronics Engineers Inc., 2019-09-08

18
Wireless Map-Reduce Distributed Computing with Full-Duplex Radios and Imperfect CSI

Ha, Sukjong; Zhang, Jingjing; Simeone, Osvaldo; Kang, Joonhyuk, 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2019, Institute of Electrical and Electronics Engineers Inc., 2019-07-02

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