Research output per year
Research output per year
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Dive into the research topics where Yasmin Sarcheshmehpour is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Clustered Federated Learning via Generalized Total Variation Minimization
SarcheshmehPour, Y., Tian, Y., Zhang, L. & Jung, A., 2023, In: IEEE Transactions on Signal Processing. 71, p. 4240-4256 17 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access1 Citation (Scopus) -
Towards Model-Agnostic Federated Learning over Networks
Jung, A., Abdurakhmanova, S., Kuznetsova, O. & Sarcheshmehpour, Y., 2023, 31st European Signal Processing Conference, EUSIPCO 2023 - Proceedings. IEEE, p. 1614-1618 5 p. (European Signal Processing Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Federated learning from big data over networks
Sarcheshmehpour, Y., Leinonen, M. & Jung, A., 2021, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. IEEE, Vol. 2021-June. p. 3055-3059 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access10 Citations (Scopus) -
Flow-Based Clustering and Spectral Clustering: A Comparison
Sarcheshmehpour, Y., Tian, Y., Zhang, L. & Jung, A., 2021, 55th Asilomar Conference on Signals, Systems and Computers, ACSSC 2021. Matthews, M. B. (ed.). IEEE, p. 1292-1296 5 p. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2021-October).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile1 Citation (Scopus)165 Downloads (Pure) -
Local Graph Clustering with Network Lasso
Jung, A. & Sarcheshmehpour, Y., 2021, In: IEEE Signal Processing Letters. 28, p. 106-110 5 p., 9298875.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile7 Citations (Scopus)72 Downloads (Pure)
Projects
- 1 Active
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X-SDEN/Jung: XAI-based software-defined energy networks via packetized management for fossil fuel-free next-generation of industrial cyberphysical systems (X-SDEN)
Jung, A. (Principal investigator), Kuznetsova, O. (Project Member), Yang, X. (Project Member), Tian, Y. (Project Member), Sarcheshmehpour, Y. (Project Member), Abdurakhmanova, S. (Project Member) & Pfau, D. (Project Member)
01/09/2022 → 31/08/2026
Project: Academy of Finland: Other research funding