Virginia Bordignon

IEEE Signal Process. Mag., July, 2024

Social Learning with Adaptive Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Adaptive Social Learning for Tracking Rare Transition Markov Chains.

[BibT_eX]

[DOI]

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Optimal Aggregation Strategies for Social Learning Over Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, September, 2023

Self-Aware Social Learning Over Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, August, 2023

Learning From Heterogeneous Data Based on Social Interactions Over Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, May, 2023

Partial Information Sharing Over Social Learning Networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, March, 2023

Memory-Aware Social Learning Under Partial Information Sharing.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

Non-Asymptotic Performance of Social Machine Learning Under Limited Data.

[BibT_eX]

[DOI]

CoRR, 2023

Performance of Social Machine Learning Under Limited Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

The Role of Memory in Social Learning When Sharing Partial Opinions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Asynchronous Social Learning.

[BibT_eX]

[DOI]

Mert Cemri

Mert Kayaalp

Valentina Shumovskaia

Proceedings of the IEEE International Conference on Acoustics, 2023

Social Learning with Non-Bayesian Local Updates.

[BibT_eX]

[DOI]

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Distributed Bayesian Learning of Dynamic States.

[BibT_eX]

[DOI]

CoRR, 2022

Dencentralized learning in the presence of low-rank noise.

[BibT_eX]

[DOI]

CoRR, 2022

Random Information Sharing over Social Networks.

[BibT_eX]

[DOI]

Mert Kayaalp

CoRR, 2022

Decentralized Learning in the Presence of Low-Rank Noise.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Optimal Combination Policies for Adaptive Social Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Social Learning with Disparate Hypotheses.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Adaptive Social Learning.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2021

Hidden Markov Modeling over Graphs.

[BibT_eX]

[DOI]

CoRR, 2021

Deception in Social Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Social Learning Under Inferential Attacks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Network Classifiers Based on Social Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Learning Graph Influence from Social Interactions.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Social Learning with Partial Information Sharing.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Adaptation in Online Social Learning.

[BibT_eX]

[DOI]