| Dif-MAML: Decentralized multi-agent meta-learning M Kayaalp, S Vlaski, AH Sayed IEEE Open Journal of Signal Processing 3, 71-93, 2022 | 40 | 2022 |
| 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 | 31 | 2023 |
| Social Learning under Randomized Collaborations Y Inan, M Kayaalp, E Telatar, AH Sayed 2022 IEEE International Symposium on Information Theory (ISIT), 2022 | 19 | 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 | 14* | 2023 |
| Hidden Markov modeling over graphs M Kayaalp, V Bordignon, S Vlaski, AH Sayed 2022 IEEE Data Science and Learning Workshop (DSLW), 1-6, 2022 | 10 | 2022 |
| 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 | 10 | 2022 |
| Social Opinion Formation and Decision Making Under Communication Trends M Kayaalp, V Bordignon, AH Sayed IEEE Transactions on Signal Processing, 2024 | 8* | 2024 |
| 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 | 8 | 2023 |
| Distributed Bayesian learning of dynamic states M Kayaalp, V Bordignon, S Vlaski, V Matta, AH Sayed arXiv preprint arXiv:2212.02565, 2022 | 6 | 2022 |
| Distributed meta-learning with networked agents M Kayaalp, S Vlaski, AH Sayed 2021 29th European Signal Processing Conference (EUSIPCO), 1361-1365, 2021 | 6 | 2021 |
| Policy Evaluation in Decentralized POMDPs With Belief Sharing M Kayaalp, F Ghadieh, AH Sayed IEEE Open Journal of Control Systems 2, 125-145, 2023 | 4 | 2023 |
| Distributed Decision-Making for Community Structured Networks V Shumovskaia, M Kayaalp, AH Sayed ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 3 | 2024 |
| Causal influences over social learning networks M Kayaalp, AH Sayed arXiv preprint arXiv:2307.09575, 2023 | 3 | 2023 |
| 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 | 3 | 2023 |
| Asynchronous social learning M Cemri, V Bordignon, M Kayaalp, V Shumovskaia, AH Sayed ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 3 | 2023 |
| Social learning in community structured graphs V Shumovskaia, M Kayaalp, AH Sayed IEEE Transactions on Signal Processing, 2024 | 2 | 2024 |
| Causal Influence in Federated Edge Inference M Kayaalp, Y Inan, V Koivunen, AH Sayed arXiv preprint arXiv:2405.01260, 2024 | 2 | 2024 |
| Non-asymptotic performance of social machine learning under limited data P Hu, V Bordignon, M Kayaalp, AH Sayed Signal Processing 230, 109849, 2025 | 1 | 2025 |
| 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 | 1 | 2023 |
| Sequential Reasoning with Socially Caused Beliefs M Kayaalp EPFL, 2025 | | 2025 |
Ali H SayedDean of Engineering, EPFL, SwitzerlandDirección de correo verificada de epfl.ch