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Publications information icon

Federated Learning and Meta Learning: Approaches, Applications, and Directions

Peer-reviewed
Open access
DOI
10.1109/comst.2023.3330910
Liu, Xiaonan; Deng, Yansha; Nallanathan, Arumugam; Bennis, Mehdi
IEEE communications surveys and tutorials2024Publications information icon

Networked Federated Meta-Learning Over Extending Graphs

Peer-reviewed
Open access
DOI
10.1109/JIOT.2024.3443467
Cheema, Muhammad Asaad; Gogineni, Vinay Chakravarthi; Salvo Rossi, Pierluigi; Werner, Stefan
IEEE Internet of Things Journal2024Publications information icon

Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent

Peer-reviewed
Open access
DOI
10.1109/GLOBECOM46510.2021.9685127
Elgabli, Anis; Issaid, Chaouki Ben; Bedi, Amrit S.; Bennis, Mehdi; Aggarwal, Vaneet
IEEE Global Communications Conference2021Publications information icon

Meta-Learning Based Few Pilots Demodulation and Interference Cancellation for NOMA Uplink

Peer-reviewed
Open access
DOI
10.1109/EuCNC/6GSummit58263.2023.10188320
Issa, Hebatalla; Shehab, Mohammad; Alves, Hirley
European conference on networks and communications2023Publications information icon

Meta-Learning for Multi-objective Reinforcement Learning

Peer-reviewed
Open access
DOI
10.1109/IROS40897.2019.8968092
Chen, Xi; Ghadirzadeh, Ali; Björkman, Mårten; Jensfelt, Patric
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems2019Publications information icon

Perspectives on Team Dynamics Meta Learning and Systems Intelligence

Peer-reviewed
DOI
10.1002/sres.905
Luoma, Jukka; Hämäläinen, Raimo P.; Saarinen, Esa
Systems Research and Behavioral Science2008Publications information icon

Semantic Meta-Split Learning: A TinyML Scheme for Few-Shot Wireless Image Classification

Peer-reviewed
Open access
DOI
10.1109/tmlcn.2025.3557734
Eldeeb, Eslam; Shehab, Mohammad; Alves, Hirley; Alouini, Mohamed-Slim
IEEE transactions on machine learning in communications and networking2025Publications information icon

CHAPTER 1: CONSTRUCTIVISM AND META-COGNITIVE SKILLS IN LEARNING

Open access
Huohvanainen, Sami
National and Kapodistrian University of Athens Press2023Publications information icon

The Role of Collaboration, Computer Use, Learning Environments, and Supporting Strategies in CSCL: A Meta-Analysis

Peer-reviewed
DOI
10.3102/0034654318791584
Chen, Juanjuan; Wang, Minhong; Kirschner, Paul A.; Tsai, Chin-Chung
Review of educational research2018Publications information icon

Dynamic Edge AI Service Management and Adaptation Via Off-Policy Meta-Reinforcement Learning and Digital Twin

Peer-reviewed
DOI
10.1109/ICC51166.2024.10622765
Chen, Yan; Yu, Hao; Guo, Qize; Zhao, Shuyuan; Taleb, Tarik
IEEE International Conference on Communications2024

Federated Learning and Meta Learning: Approaches, Applications, and Directions

Peer-reviewed
Open access
DOI
10.1109/comst.2023.3330910
2024

Networked Federated Meta-Learning Over Extending Graphs

Peer-reviewed
Open access
DOI
10.1109/JIOT.2024.3443467
2024

Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent

Peer-reviewed
Open access
DOI
10.1109/GLOBECOM46510.2021.9685127
2021

Meta-Learning Based Few Pilots Demodulation and Interference Cancellation for NOMA Uplink

Peer-reviewed
Open access
DOI
10.1109/EuCNC/6GSummit58263.2023.10188320
2023

Meta-Learning for Multi-objective Reinforcement Learning

Peer-reviewed
Open access
DOI
10.1109/IROS40897.2019.8968092
2019

Perspectives on Team Dynamics Meta Learning and Systems Intelligence

Peer-reviewed
DOI
10.1002/sres.905
2008

Semantic Meta-Split Learning: A TinyML Scheme for Few-Shot Wireless Image Classification

Peer-reviewed
Open access
DOI
10.1109/tmlcn.2025.3557734
2025

CHAPTER 1: CONSTRUCTIVISM AND META-COGNITIVE SKILLS IN LEARNING

Open access
2023

The Role of Collaboration, Computer Use, Learning Environments, and Supporting Strategies in CSCL: A Meta-Analysis

Peer-reviewed
DOI
10.3102/0034654318791584
2018

Dynamic Edge AI Service Management and Adaptation Via Off-Policy Meta-Reinforcement Learning and Digital Twin

Peer-reviewed
DOI
10.1109/ICC51166.2024.10622765
2024