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Mert Kayaalp

Orcid: 0000-0002-0082-1058

According to our database1, Mert Kayaalp authored at least 19 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
On the Arithmetic and Geometric Fusion of Beliefs for Distributed Inference.
[BibTeX]
[DOI]
Mert Kayaalp
,
Yunus Inan
,
Emre Telatar
,
Ali H. Sayed
IEEE Trans. Autom. Control., April, 2024

Detection of Malicious Agents in Social Learning.
[BibTeX]
[DOI]
Valentina Shumovskaia
,
Mert Kayaalp
,
Ali H. Sayed
CoRR, 2024

2023
Social Learning in Community Structured Graphs.
[BibTeX]
[DOI]
Valentina Shumovskaia
,
Mert Kayaalp
,
Ali H. Sayed
CoRR, 2023

Causal Influences over Social Learning Networks.
[BibTeX]
[DOI]
Mert Kayaalp
,
Ali H. Sayed
CoRR, 2023

Non-Asymptotic Performance of Social Machine Learning Under Limited Data.
[BibTeX]
[DOI]
Ping Hu
,
Virginia Bordignon
,
Mert Kayaalp
,
Ali H. Sayed
CoRR, 2023

Policy Evaluation in Decentralized POMDPs with Belief Sharing.
[BibTeX]
[DOI]
Mert Kayaalp
,
Fatima Ghadieh
,
Ali H. Sayed
CoRR, 2023

On the Fusion Strategies for Federated Decision Making.
[BibTeX]
[DOI]
Mert Kayaalp
,
Yunus Inan
,
Visa Koivunen
,
Emre Telatar
,
Ali H. Sayed
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Identifying Opinion Influencers over Social Networks.
[BibTeX]
[DOI]
Valentina Shumovskaia
,
Mert Kayaalp
,
Ali H. Sayed
Proceedings of the IEEE International Conference on Acoustics, 2023

Performance of Social Machine Learning Under Limited Data.
[BibTeX]
[DOI]
Ping Hu
,
Virginia Bordignon
,
Mert Kayaalp
,
Ali H. Sayed
Proceedings of the IEEE International Conference on Acoustics, 2023

Asynchronous Social Learning.
[BibTeX]
[DOI]
Mert Cemri
,
Virginia Bordignon
,
Mert Kayaalp
,
Valentina Shumovskaia
,
Ali H. Sayed
Proceedings of the IEEE International Conference on Acoustics, 2023

Social Learning with Non-Bayesian Local Updates.
[BibTeX]
[DOI]
Virginia Bordignon
,
Mert Kayaalp
,
Vincenzo Matta
,
Ali H. Sayed
Proceedings of the 31st European Signal Processing Conference, 2023

2022
Distributed Bayesian Learning of Dynamic States.
[BibTeX]
[DOI]
Mert Kayaalp
,
Virginia Bordignon
,
Stefan Vlaski
,
Vincenzo Matta
,
Ali H. Sayed
CoRR, 2022

Discovering Influencers in Opinion Formation over Social Graphs.
[BibTeX]
[DOI]
Valentina Shumovskaia
,
Mert Kayaalp
,
Mert Cemri
,
Ali H. Sayed
CoRR, 2022

Random Information Sharing over Social Networks.
[BibTeX]
[DOI]
Mert Kayaalp
,
Virginia Bordignon
,
Ali H. Sayed
CoRR, 2022

Social Learning under Randomized Collaborations.
[BibTeX]
[DOI]
Yunus Inan
,
Mert Kayaalp
,
Emre Telatar
,
Ali H. Sayed
Proceedings of the IEEE International Symposium on Information Theory, 2022

A Fundamental Limit of Distributed Hypothesis Testing Under Memoryless Quantization.
[BibTeX]
[DOI]
Yunus Inan
,
Mert Kayaalp
,
Ali H. Sayed
,
Emre Telatar
Proceedings of the IEEE International Conference on Communications, 2022

2021
Hidden Markov Modeling over Graphs.
[BibTeX]
[DOI]
Mert Kayaalp
,
Virginia Bordignon
,
Stefan Vlaski
,
Ali H. Sayed
CoRR, 2021

Distributed Meta-Learning with Networked Agents.
[BibTeX]
[DOI]
Mert Kayaalp
,
Stefan Vlaski
,
Ali H. Sayed
Proceedings of the 29th European Signal Processing Conference, 2021

2020
Dif-MAML: Decentralized Multi-Agent Meta-Learning.
[BibTeX]
[DOI]
Mert Kayaalp
,
Stefan Vlaski
,
Ali H. Sayed
CoRR, 2020


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