46 citations · 50 across the 3 of their papers we have counts for
3 papers
Multi-Task Model Personalization for Federated Supervised SVM in Heterogeneous Networks
Aleksei Ponomarenko-Timofeev, Olga Galinina, Ravikumar Balakrishnan +3
Federated systems enable collaborative training on highly heterogeneous data through model personalization, which can be facilitated by employing multi-task learning algorithms. Ho…
Path Loss Characterization for Intra-Vehicle Wearable Deployments at 60 GHz
Vasilii Semkin, Aleksei Ponomarenko-Timofeev, Aki Karttunen +3
In this work, we present the results of a wideband measurement campaign at 60 GHz conducted inside a Linkker electric city bus. Targeting prospective millimeter-wave (mmWave) publi…
Highly Dynamic Spectrum Management within Licensed Shared Access Regulatory Framework
Aleksei Ponomarenko-Timofeev, Alexander Pyattaev, Sergey Andreev +3
Historical fragmentation in spectrum access models accentuates the need for novel concepts that allow for efficient sharing of already available but underutilized spectrum. The eme…