Dif-MAML: Decentralized Multi-Agent Meta-Learning. - Mert Kayaalp; Stefan Vlaski; Ali H. Sayed (CoRR, 2020)

Distributed Meta-Learning with Networked Agents. - Mert Kayaalp; Stefan Vlaski; Ali H. Sayed (EUSIPCO, 2021)

Hidden Markov Modeling over Graphs. - Mert Kayaalp; Virginia Bordignon; Stefan Vlaski; Ali H. Sayed (CoRR, 2021)

A Fundamental Limit of Distributed Hypothesis Testing Under Memoryless Quantization. - Yunus Inan; Mert Kayaalp; Ali H. Sayed; Emre Telatar (ICC, 2022)

Social Learning under Randomized Collaborations. - Yunus Inan; Mert Kayaalp; Emre Telatar; Ali H. Sayed (ISIT, 2022)

Random Information Sharing over Social Networks. - Mert Kayaalp; Virginia Bordignon; Ali H. Sayed (CoRR, 2022)

Discovering Influencers in Opinion Formation over Social Graphs. - Valentina Shumovskaia; Mert Kayaalp; Mert Cemri; Ali H. Sayed (CoRR, 2022)

Distributed Bayesian Learning of Dynamic States. - Mert Kayaalp; Virginia Bordignon; Stefan Vlaski; Vincenzo Matta; Ali H. Sayed (CoRR, 2022)

Social Learning with Non-Bayesian Local Updates. - Virginia Bordignon; Mert Kayaalp; Vincenzo Matta; Ali H. Sayed (EUSIPCO, 2023)

Asynchronous Social Learning. - Mert Cemri; Virginia Bordignon; Mert Kayaalp; Valentina Shumovskaia; Ali H. Sayed (ICASSP, 2023)

Performance of Social Machine Learning Under Limited Data. - Ping Hu; Virginia Bordignon; Mert Kayaalp; Ali H. Sayed (ICASSP, 2023)

Identifying Opinion Influencers over Social Networks. - Valentina Shumovskaia; Mert Kayaalp; Ali H. Sayed (ICASSP, 2023)

On the Fusion Strategies for Federated Decision Making. - Mert Kayaalp; Yunus Inan; Visa Koivunen; Emre Telatar; Ali H. Sayed (SSP, 2023)

Policy Evaluation in Decentralized POMDPs with Belief Sharing. - Mert Kayaalp; Fatima Ghadieh; Ali H. Sayed (CoRR, 2023)

Causal Influences over Social Learning Networks. - Mert Kayaalp; Ali H. Sayed (CoRR, 2023)

Distributed Decision-Making for Community Structured Networks. - Valentina Shumovskaia; Mert Kayaalp; Ali H. Sayed (ICASSP, 2024)

Causal Impact Analysis for Asynchronous Decision Making. - Mert Kayaalp; Yunus Inan; Visa Koivunen; Ali H. Sayed (ISIT, 2024)

Detection of Malicious Agents in Social Learning. - Valentina Shumovskaia; Mert Kayaalp; Ali H. Sayed (IEEE Signal Process. Lett., 2024)

Social Opinion Formation and Decision Making Under Communication Trends. - Mert Kayaalp; Virginia Bordignon; Ali H. Sayed (IEEE Trans. Signal Process., 2024)

Causal Influence in Federated Edge Inference. - Mert Kayaalp; Yunus Inan; Visa Koivunen; Ali H. Sayed (IEEE Trans. Signal Process., 2024)

Social Learning in Community Structured Graphs. - Valentina Shumovskaia; Mert Kayaalp; Ali H. Sayed (IEEE Trans. Signal Process., 2024)

On the Arithmetic and Geometric Fusion of Beliefs for Distributed Inference. - Mert Kayaalp; Yunus Inan; Emre Telatar; Ali H. Sayed (IEEE Trans. Autom. Control., 2024)

Optimal Combination Policies for Error Exponent Maximization in Social Learning. - Ping Hu; Mert Kayaalp; Ali H. Sayed (ICASSP, 2025)

Non-asymptotic performance of social machine learning under limited data. - Ping Hu; Virginia Bordignon; Mert Kayaalp; Ali H. Sayed (Signal Process., 2025)