Search Results for author: Konstantinos Ntemos

Found 4 papers, 0 papers with code

Explainability and Graph Learning from Social Interactions

no code implementations14 Mar 2022 Valentina Shumovskaia, Konstantinos Ntemos, Stefan Vlaski, Ali H. Sayed

Social learning algorithms provide models for the formation of opinions over social networks resulting from local reasoning and peer-to-peer exchanges.

Graph Learning

Online Graph Learning from Social Interactions

no code implementations11 Mar 2022 Valentina Shumovskaia, Konstantinos Ntemos, Stefan Vlaski, Ali H. Sayed

For a given graph topology, these algorithms allow for the prediction of formed opinions.

Graph Learning

Deception in Social Learning

no code implementations26 Mar 2021 Konstantinos Ntemos, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed

Then, we will explain that it is possible for such attacks to succeed by showing that strategies exist that can be adopted by the malicious agents for this purpose.

Social learning under inferential attacks

no code implementations26 Oct 2020 Konstantinos Ntemos, Virginia Bordignon, Stefan Vlaski, Ali H. Sayed

A common assumption in the social learning literature is that agents exchange information in an unselfish manner.

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