Valentina Shumovskaia

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Transactional Data

Social Learning

Max Margin Markov

Top Venues

IEEE Signal Process. Lett.

Publications

Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed
Detection of Malicious Agents in Social Learning. CoRR (2024)
Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed
Social Learning in Community Structured Graphs. IEEE Trans. Signal Process. 72 (2024)
Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed
Detection of Malicious Agents in Social Learning. IEEE Signal Process. Lett. 31 (2024)
Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed
Distributed Decision-Making for Community Structured Networks. ICASSP (2024)
Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed
Social Learning in Community Structured Graphs. CoRR (2023)
Valentina Shumovskaia, Mert Kayaalp, Ali H. Sayed
Identifying Opinion Influencers over Social Networks. ICASSP (2023)
Mert Cemri, Virginia Bordignon, Mert Kayaalp, Valentina Shumovskaia, Ali H. Sayed
Asynchronous Social Learning. ICASSP (2023)
Valentina Shumovskaia, Konstantinos Ntemos, Stefan Vlaski, Ali H. Sayed
Online Graph Learning from Social Interactions. CoRR (2022)
Fernanda Ribeiro, Valentina Shumovskaia, Thomas Davies, Ira Ktena
How fair is your graph? Exploring fairness concerns in neuroimaging studies. MLHC (2022)
Valentina Shumovskaia, Mert Kayaalp, Mert Cemri, Ali H. Sayed
Discovering Influencers in Opinion Formation over Social Graphs. CoRR (2022)
Valentina Shumovskaia, Konstantinos Ntemos, Stefan Vlaski, Ali H. Sayed
Explainability and Graph Learning From Social Interactions. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Valentina Shumovskaia, Konstantinos Ntemos, Stefan Vlaski, Ali H. Sayed
Online Graph Learning from Social Interactions. ACSCC (2021)
Valentina Shumovskaia, Kirill Fedyanin, Ivan Sukharev, Dmitry Berestnev, Maxim Panov
Linking bank clients using graph neural networks powered by rich transactional data. Int. J. Data Sci. Anal. 12 (2) (2021)
Valentina Shumovskaia, Kirill Fedyanin, Ivan Sukharev, Dmitry Berestnev, Maxim Panov
Linking Bank Clients using Graph Neural Networks Powered by Rich Transactional Data. CoRR (2020)
Ivan Sukharev, Valentina Shumovskaia, Kirill Fedyanin, Maxim Panov, Dmitry Berestnev
EWS-GCN: Edge Weight-Shared Graph Convolutional Network for Transactional Banking Data. ICDM (2020)
Valentina Shumovskaia, Kirill Fedyanin, Ivan Sukharev, Dmitry Berestnev, Maxim Panov
Linking Bank Clients using Graph Neural Networks Powered by Rich Transactional Data: Extended Abstract. DSAA (2020)
Ivan Sukharev, Valentina Shumovskaia, Kirill Fedyanin, Maxim Panov, Dmitry Berestnev
EWS-GCN: Edge Weight-Shared Graph Convolutional Network for Transactional Banking Data. CoRR (2020)