Research output per year
Research output per year
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):
Education/Academic qualification
Doctoral degree, Engineering and Technology, Helsinki University of Technology
Award Date: 25 Nov 2002
Keywords
- Statistical signal processing
- Adaptation and learning
- Distributed processing
- Wireless Communications
- Smart grids
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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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Lightweight Autonomous Autoencoders for Timely Hyperspectral Anomaly Detection
Gogineni, V. C., Müller, K., Orlandić, M. & Werner, S., 18 Jan 2024, In: IEEE Geoscience and Remote Sensing Letters. 21, 5 p., 5501905.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)57 Downloads (Pure) -
Networked Federated Meta-Learning Over Extending Graphs
Cheema, M. A., Gogineni, V. C., Salvo Rossi, P. & Werner, S., 20 Nov 2024, In: IEEE Internet of Things Journal. 11, 23, p. 37988-37999 12 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Smoothing ADMM for Sparse-Penalized Quantile Regression with Non-Convex Penalties
Mirzaeifard, R., Venkategowda, N. K. D., Gogineni, V. C. & Werner, S., 2024, In: IEEE Open journal of Signal Processing. 5, p. 213-228 16 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile83 Downloads (Pure) -
Asynchronous Online Federated Learning With Reduced Communication Requirements
Gauthier, F., Gogineni, V. C., Werner, S., Huang, Y. F. & Kuh, A., 1 Dec 2023, In: IEEE Internet of Things Journal. 10, 23, p. 20761-20775 15 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access2 Citations (Scopus) -
Communication-Efficient and Privacy-Aware Distributed Learning
Gogineni, V. C., Moradi, A., Venkategowda, N. K. D. & Werner, S., 2023, In: IEEE Transactions on Signal and Information Processing over Networks. 9, p. 705-720 16 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)28 Downloads (Pure)
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PLEDGE: Personalized online Learning on the Edge in IoT/CPS
Werner, S. (Principal investigator) & Ghaderyan, D. (Project Member)
01/09/2023 → 31/08/2027
Project: Academy of Finland: Other research funding
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Robust Demand-End Optimization with Event-Triggered Situational Awareness
Werner, S. (Principal investigator), Abedi, M. (Project Member), Leithon , J. (Project Member), Riihonen, T. (Project Member) & Talebi, P. (Project Member)
01/09/2016 → 31/12/2020
Project: Academy of Finland: Other research funding
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WiFiUS: WiFiUS: Collaborative Research: Data-Guided Resource Management for Dense Heterogeneous Networks
Wichman, R. (Principal investigator), Jacob Mathecken, P. (Project Member) & Werner, S. (Project Member)
01/01/2015 → 31/12/2016
Project: Academy of Finland: Other research funding
Press/Media
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Data on Signal and Information Processing Discussed by Researchers at Norwegian University of Science and Technology (NTNU) (Communication-efficient and Privacy-aware Distributed Learning)
30/11/2023
1 item of Media coverage
Press/Media: Media appearance
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School of Electrical Engineering celebrated excellence and achievements of 2022
Sihvola, A., Tirkkonen, O., Zenger, K. & Werner, S.
02/03/2023
1 item of Media coverage
Press/Media: Media appearance
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Findings from NTNU - Norwegian University of Science and Technology Reveals New Findings on Technology (Algorithm and Architecture Design of Random Fourier Features-based Kernel Adaptive Filters)
25/01/2023
1 item of Media coverage
Press/Media: Media appearance
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Aalto University: Adjunct Professor Stefan Werner Named IEEE Fellow
23/12/2022
1 item of Media coverage
Press/Media: Media appearance