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Publications information icon

Classifying Big Data over Networks Via the Logistic Network Lasso

Peer-reviewed
Open access
DOI
10.1109/ACSSC.2018.8645260
Ambos, Henrik; Tran, Nguyen; Jung, Alexander
Asilomar Conference on Signals, Systems, and Computers proceedings2019Publications information icon

Random walk sampling for big data over networks

Peer-reviewed
Open access
DOI
10.1109/SAMPTA.2017.8024453
Basirian, Saeed; Jung, Alexander
International Conference on Sampling Theory and Applications2017Publications information icon

Networked Exponential Families for Big Data over Networks

Peer-reviewed
Open access
DOI
10.1109/ACCESS.2020.3033817
Jung, Alexander
IEEE Access2020Publications information icon

Scalable graph signal recovery for big data over networks

Peer-reviewed
DOI
10.1109/SPAWC.2016.7536869
Jung, Alex; Berger, Peter; Hannak, Gabor; Matz, Gerald
IEEE International Workshop on Signal Processing Advances in Wireless Communications2016Publications information icon

The network nullspace property for compressed sensing of big data over networks

Peer-reviewed
Open access
DOI
10.1109/ICASSP.2018.8462504
Hulsebos, Madelon; Jung, Alexander
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing2018Publications information icon

Federated learning from big data over networks

Peer-reviewed
Open access
DOI
10.1109/ICASSP39728.2021.9414903
Sarcheshmehpour, Y.; Sarcheshmehpour, Y.; Leinonen, M.; Jung, A.
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings2021Publications information icon

Leveraging big data analytics for cache-enabled wireless networks

Peer-reviewed
DOI
10.1109/GLOCOMW.2015.7414014
Kader, M.A.; Bastug, E.; Bennis, M.; Zeydan, E.; Karatepe, A.; Er, A.S.; Debbah, M.
IEEE Globecom Workshops2015Publications information icon

Big Data Enabled Mobility Robustness optimization for Commercial LTE Networks

Peer-reviewed
DOI
10.1109/WCNC45663.2020.9120465
Joseph, Jaiju; Ahmed, Furqan; Jokela, Tommi; Tirkkonen, Olav; Poutanen, Juho; Niemela, Jamo
IEEE Wireless Communications and Networking Conference2020Publications information icon

Research Topics: Compressed Sensing over Complex Networks for Learning from Big Data over Networks

Peer-reviewed
Open access
Jung, Alexander; Rauhut, Holger; Vorobyov, Sergiy
Frontiers in Applied Mathematics and Statistics2017Publications information icon

Big data lääkeviranomaisen silmin

Open access
Kiviniemi, Vesa; Hyvärinen, Antti
Sic! - lääketietoa Fimeasta2018

Classifying Big Data over Networks Via the Logistic Network Lasso

Peer-reviewed
Open access
DOI
10.1109/ACSSC.2018.8645260
2019

Random walk sampling for big data over networks

Peer-reviewed
Open access
DOI
10.1109/SAMPTA.2017.8024453
2017

Networked Exponential Families for Big Data over Networks

Peer-reviewed
Open access
DOI
10.1109/ACCESS.2020.3033817
2020

Scalable graph signal recovery for big data over networks

Peer-reviewed
DOI
10.1109/SPAWC.2016.7536869
2016

The network nullspace property for compressed sensing of big data over networks

Peer-reviewed
Open access
DOI
10.1109/ICASSP.2018.8462504
2018

Federated learning from big data over networks

Peer-reviewed
Open access
DOI
10.1109/ICASSP39728.2021.9414903
2021

Leveraging big data analytics for cache-enabled wireless networks

Peer-reviewed
DOI
10.1109/GLOCOMW.2015.7414014
2015

Big Data Enabled Mobility Robustness optimization for Commercial LTE Networks

Peer-reviewed
DOI
10.1109/WCNC45663.2020.9120465
2020

Research Topics: Compressed Sensing over Complex Networks for Learning from Big Data over Networks

Peer-reviewed
Open access
2017

Big data lääkeviranomaisen silmin

Open access
2018