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Mert Kayaalp
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Dif-MAML: Decentralized multi-agent meta-learning
M Kayaalp, S Vlaski, AH Sayed
IEEE Open Journal of Signal Processing 3, 71-93, 2022
322022
On the arithmetic and geometric fusion of beliefs for distributed inference
M Kayaalp, Y Inan, E Telatar, AH Sayed
IEEE Transactions on Automatic Control, 2023
272023
Social Learning under Randomized Collaborations
Y Inan, M Kayaalp, E Telatar, AH Sayed
2022 IEEE International Symposium on Information Theory (ISIT), 2022
192022
Distributed Bayesian learning of dynamic states
M Kayaalp, V Bordignon, S Vlaski, V Matta, AH Sayed
arXiv preprint arXiv:2212.02565, 2022
13*2022
Discovering influencers in opinion formation over social graphs
V Shumovskaia, M Kayaalp, M Cemri, AH Sayed
IEEE Open Journal of Signal Processing 4, 188-207, 2023
9*2023
On the fusion strategies for federated decision making
M Kayaalp, Y Inan, V Koivunen, E Telatar, AH Sayed
2023 IEEE Statistical Signal Processing Workshop (SSP), 270-274, 2023
72023
A fundamental limit of distributed hypothesis testing under memoryless quantization
Y Inan, M Kayaalp, AH Sayed, E Telatar
ICC 2022-IEEE International Conference on Communications, 4824-4829, 2022
72022
Social Opinion Formation and Decision Making Under Communication Trends
M Kayaalp, V Bordignon, AH Sayed
IEEE Transactions on Signal Processing, 2024
5*2024
Distributed meta-learning with networked agents
M Kayaalp, S Vlaski, AH Sayed
2021 29th European Signal Processing Conference (EUSIPCO), 1361-1365, 2021
52021
Performance of social machine learning under limited data
P Hu, V Bordignon, M Kayaalp, AH Sayed
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
42023
Social learning in community structured graphs
V Shumovskaia, M Kayaalp, AH Sayed
IEEE Transactions on Signal Processing, 2024
3*2024
Asynchronous social learning
M Cemri, V Bordignon, M Kayaalp, V Shumovskaia, AH Sayed
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
32023
Causal Influences over Social Learning Networks
M Kayaalp, AH Sayed
arXiv preprint arXiv:2307.09575, 2023
22023
Non-Asymptotic Performance of Social Machine Learning Under Limited Data
P Hu, V Bordignon, M Kayaalp, AH Sayed
arXiv preprint arXiv:2306.09397, 2023
12023
Causal Influence in Federated Edge Inference
M Kayaalp, Y Inan, V Koivunen, AH Sayed
arXiv preprint arXiv:2405.01260, 2024
2024
Detection of Malicious Agents in Social Learning
V Shumovskaia, M Kayaalp, AH Sayed
arXiv preprint arXiv:2403.12619, 2024
2024
Social Learning with Non-Bayesian Local Updates
V Bordignon, M Kayaalp, V Matta, AH Sayed
2023 31st European Signal Processing Conference (EUSIPCO), 1-5, 2023
2023
Policy Evaluation in Decentralized POMDPs with Belief Sharing
M Kayaalp, F Ghadieh, AH Sayed
IEEE Open Journal of Control Systems, 2023
2023
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