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2001.01227
Cited By
From Learning to Meta-Learning: Reduced Training Overhead and Complexity for Communication Systems
6G Wireless Summit (6G Summit), 2020
5 January 2020
Osvaldo Simeone
Sangwoo Park
Joonhyuk Kang
AI4CE
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Papers citing
"From Learning to Meta-Learning: Reduced Training Overhead and Complexity for Communication Systems"
23 / 23 papers shown
Turbo-ICL: In-Context Learning-Based Turbo Equalization
Zihang Song
Matteo Zecchin
Bipin Rajendran
Osvaldo Simeone
337
2
0
09 May 2025
Decision Feedback In-Context Learning for Wireless Symbol Detection
Li Fan
Jing Yang
Jing Yang
Cong Shen
515
0
0
20 Mar 2025
Decision Feedback In-Context Symbol Detection over Block-Fading Channels
Li Fan
Jing Yang
Cong Shen
451
3
0
12 Nov 2024
Leveraging Large Language Models for Wireless Symbol Detection via In-Context Learning
Global Communications Conference (GLOBECOM), 2024
Momin Abbas
Koushik Kar
Tianyi Chen
455
16
0
28 Aug 2024
Cell-Free Multi-User MIMO Equalization via In-Context Learning
Matteo Zecchin
Kai Yu
Osvaldo Simeone
263
13
0
08 Apr 2024
In-Context Learning for MIMO Equalization Using Transformer-Based Sequence Models
Matteo Zecchin
Kai Yu
Osvaldo Simeone
315
22
0
10 Nov 2023
New Environment Adaptation with Few Shots for OFDM Receiver and mmWave Beamforming
Ouya Wang
Shenglong Zhou
Geoffrey Ye Li
216
5
0
18 Oct 2023
FPGA Implementation of Multi-Layer Machine Learning Equalizer with On-Chip Training
Optical Fiber Communications Conference and Exhibition (OFC), 2022
Keren Liu
E. Börjeson
Christian Hager
P. Larsson-Edefors
232
6
0
07 Dec 2022
On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning
IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2022
S. Savazzi
V. Rampa
Sanaz Kianoush
M. Bennis
238
1
0
02 Dec 2022
Online Bayesian Meta-Learning for Cognitive Tracking Radar
IEEE Transactions on Aerospace and Electronic Systems (TAES), 2022
C. Thornton
R. M. Buehrer
A. Martone
245
8
0
07 Jul 2022
Robust Bayesian Learning for Reliable Wireless AI: Framework and Applications
IEEE Transactions on Cognitive Communications and Networking (IEEE TCCN), 2022
Matteo Zecchin
Sangwoo Park
Osvaldo Simeone
Marios Kountouris
David Gesbert
264
28
0
01 Jul 2022
An Energy and Carbon Footprint Analysis of Distributed and Federated Learning
IEEE Transactions on Green Communications and Networking (IEEE TGCN), 2022
S. Savazzi
V. Rampa
Sanaz Kianoush
M. Bennis
200
68
0
21 Jun 2022
RELDEC: Reinforcement Learning-Based Decoding of Moderate Length LDPC Codes
IEEE Transactions on Communications (IEEE Trans. Commun.), 2021
Salman Habib
Allison Beemer
Joerg Kliewer
389
8
0
27 Dec 2021
Adapting to Dynamic LEO-B5G Systems: Meta-Critic Learning Based Efficient Resource Scheduling
Yaxiong Yuan
Lei Lei
T. Vu
Zheng Chang
Symeon Chatzinotas
Sumei Sun
345
45
0
13 Oct 2021
Modular Meta-Learning for Power Control via Random Edge Graph Neural Networks
IEEE Transactions on Wireless Communications (IEEE TWC), 2021
I. Nikoloska
Osvaldo Simeone
292
31
0
04 Aug 2021
Bayesian Active Meta-Learning for Few Pilot Demodulation and Equalization
K. Cohen
Sangwoo Park
Osvaldo Simeone
S. Shamai
450
15
0
02 Aug 2021
Fast Power Control Adaptation via Meta-Learning for Random Edge Graph Neural Networks
International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2021
I. Nikoloska
Osvaldo Simeone
253
26
0
02 May 2021
Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization
IEEE Transactions on Signal Processing (TSP), 2020
Tianyi Chen
Yuejiao Sun
W. Yin
304
93
0
25 Aug 2020
Team Deep Mixture of Experts for Distributed Power Control
International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2020
Matteo Zecchin
David Gesbert
Marios Kountouris
271
4
0
28 Jul 2020
Information-Theoretic Generalization Bounds for Meta-Learning and Applications
Sharu Theresa Jose
Osvaldo Simeone
392
49
0
09 May 2020
End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning
International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2020
Sangwoo Park
Osvaldo Simeone
Joonhyuk Kang
264
48
0
03 Mar 2020
DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection
IEEE Transactions on Wireless Communications (TWC), 2020
Stefano Rini
Rong Fu
Yonina C. Eldar
241
124
0
08 Feb 2020
perm2vec: Graph Permutation Selection for Decoding of Error Correction Codes using Self-Attention
Nir Raviv
Avi Caciularu
Tomer Raviv
Jacob Goldberger
Yair Be’ery
321
9
0
06 Feb 2020
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