Mert Kayaalp

34 papers B 2Misc 5Journal 23Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Opinion Consensus Formation Among Networked Large Language Models.
CoRR
Iris Yazici, Mert Kayaalp, Stefan Taga, Ali H. Sayed
2025 J jnl
Non-asymptotic performance of social machine learning under limited data.
Signal Process.
Ping Hu, Virginia Bordignon, Mert Kayaalp, Ali H. Sayed
2025 Misc conf
Optimal Combination Policies for Error Exponent Maximization in Social Learning.
ICASSP
Ping Hu, Mert Kayaalp, Ali H. Sayed
2025 J jnl
Test-Time Efficient Pretrained Model Portfolios for Time Series Forecasting.
CoRR
Mert Kayaalp, Caner Turkmen, Oleksandr Shchur, Pedro Mercado, Abdul Fatir Ansari, Michael Bohlke-Schneider, Bernie Wang
2024 B conf
Causal Impact Analysis for Asynchronous Decision Making.
ISIT
Mert Kayaalp, Yunus Inan, Visa Koivunen, Ali H. Sayed
2024 J jnl
Causal Influence in Federated Edge Inference.
CoRR
Mert Kayaalp, Yunus Inan, Visa Koivunen, Ali H. Sayed
2024 J jnl
Causal Influence in Federated Edge Inference.
IEEE Trans. Signal Process.
Mert Kayaalp, Yunus Inan, Visa Koivunen, Ali H. Sayed
2024 J jnl
Detection of Malicious Agents in Social Learning.
CoRR
Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed
2024 J jnl
Detection of Malicious Agents in Social Learning.
IEEE Signal Process. Lett.
Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed
2024 Misc conf
Distributed Decision-Making for Community Structured Networks.
ICASSP
Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed
2024 J jnl
On the Arithmetic and Geometric Fusion of Beliefs for Distributed Inference.
IEEE Trans. Autom. Control.
Mert Kayaalp, Yunus Inan, Emre Telatar, Ali H. Sayed
2024 J jnl
Social Learning in Community Structured Graphs.
IEEE Trans. Signal Process.
Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed
2024 J jnl
Social Opinion Formation and Decision Making Under Communication Trends.
IEEE Trans. Signal Process.
Mert Kayaalp, Virginia Bordignon, Ali H. Sayed
2023 Misc conf
Asynchronous Social Learning.
ICASSP
Mert Cemri, Virginia Bordignon, Mert Kayaalp, Valentina Shumovskaia, Ali H. Sayed
2023 J jnl
Causal Influences over Social Learning Networks.
CoRR
Mert Kayaalp, Ali H. Sayed
2023 Misc conf
Identifying Opinion Influencers over Social Networks.
ICASSP
Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed
2023 J jnl
Non-Asymptotic Performance of Social Machine Learning Under Limited Data.
CoRR
Ping Hu, Virginia Bordignon, Mert Kayaalp, Ali H. Sayed
2023 — conf
On the Fusion Strategies for Federated Decision Making.
SSP
Mert Kayaalp, Yunus Inan, Visa Koivunen, Emre Telatar, Ali H. Sayed
2023 J jnl
On the Fusion Strategies for Federated Decision Making.
CoRR
Mert Kayaalp, Yunus Inan, Visa Koivunen, Emre Telatar, Ali H. Sayed
2023 Misc conf
Performance of Social Machine Learning Under Limited Data.
ICASSP
Ping Hu, Virginia Bordignon, Mert Kayaalp, Ali H. Sayed
2023 J jnl
Policy Evaluation in Decentralized POMDPs with Belief Sharing.
CoRR
Mert Kayaalp, Fatima Ghadieh, Ali H. Sayed
2023 J jnl
Social Learning in Community Structured Graphs.
CoRR
Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed
2023 — conf
Social Learning with Non-Bayesian Local Updates.
EUSIPCO
Virginia Bordignon, Mert Kayaalp, Vincenzo Matta, Ali H. Sayed
2022 — conf
A Fundamental Limit of Distributed Hypothesis Testing Under Memoryless Quantization.
ICC
Yunus Inan, Mert Kayaalp, Ali H. Sayed, Emre Telatar
2022 J jnl
A Fundamental Limit of Distributed Hypothesis Testing Under Memoryless Quantization.
CoRR
Yunus Inan, Mert Kayaalp, Ali H. Sayed, Emre Telatar
2022 J jnl
Discovering Influencers in Opinion Formation over Social Graphs.
CoRR
Valentina Shumovskaia, Mert Kayaalp, Mert Cemri, Ali H. Sayed
2022 J jnl
Distributed Bayesian Learning of Dynamic States.
CoRR
Mert Kayaalp, Virginia Bordignon, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed
2022 J jnl
On the Arithmetic and Geometric Fusion of Beliefs for Distributed Inference.
CoRR
Mert Kayaalp, Yunus Inan, Emre Telatar, Ali H. Sayed
2022 J jnl
Random Information Sharing over Social Networks.
CoRR
Mert Kayaalp, Virginia Bordignon, Ali H. Sayed
2022 B conf
Social Learning under Randomized Collaborations.
ISIT
Yunus Inan, Mert Kayaalp, Emre Telatar, Ali H. Sayed
2022 J jnl
Social Learning under Randomized Collaborations.
CoRR
Yunus Inan, Mert Kayaalp, Emre Telatar, Ali H. Sayed
2021 — conf
Distributed Meta-Learning with Networked Agents.
EUSIPCO
Mert Kayaalp, Stefan Vlaski, Ali H. Sayed
2021 J jnl
Hidden Markov Modeling over Graphs.
CoRR
Mert Kayaalp, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed
2020 J jnl
Dif-MAML: Decentralized Multi-Agent Meta-Learning.
CoRR
Mert Kayaalp, Stefan Vlaski, Ali H. Sayed