Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 11 Sustainable Cities and Communities
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Dive into the research topics where Aleksei Ponomarenko-Timofeev 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
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Multi-Task Model Personalization for Federated Supervised SVM in Heterogeneous Networks
Ponomarenko-Timofeev, A., Galinina, O., Balakrishnan, R., Himayat, N., Andreev, S. & Koucheryavy, Y., 2025, In: IEEE Transactions on Mobile Computing. 24, 8, p. 7012-7027Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile69 Downloads (Pure) -
Personalized Support Vector Machines for Privacy-Preserving Federated Learning
Ponomarenko-Timofeev, A., 2025, Tampere University. (Tampere University Dissertations - Tampereen yliopiston väitöskirjat; vol. 1374)Research output: Book/Report › Doctoral thesis › Monograph
Open Access -
Ray Tracing Assisted Evaluation of Compressed Sensing Beam Alignment in mmWave Wearables
Ponomarenko-Timofeev, A., Myers, N. J., Galinina, O., Andreev, S. & Heath, R. W., 2025, 2025 17th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, ICUMT 2025. IEEE, p. 130-135 6 p. (International Conference on Ultra Modern Telecommunications & workshops).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access -
Leveraging Compute Heterogeneity in Federated Multi-Task Classification
Ponomarenko-Timofeev, A., Galinina, O., Balakrishnan, R., Himayat, N., Andreev, S. & Kucheryavy, E., 2023, 2023 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). IEEE, (International Conference on Ultra Modern Telecommunications & workshops).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile1 Citation (Scopus)19 Downloads (Pure) -
ML-Assisted Beam Selection via Digital Twins for Time-Sensitive Industrial IoT
Zeulin, N., Ponomarenko-Timofeev, A., Galinina, O. & Andreev, S., Mar 2022, In: IEEE Internet of Things Magazine. 5, 1, p. 36-40Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile15 Citations (Scopus)95 Downloads (Pure)