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Publications information icon

When Is Network Lasso Accurate?

Peer-reviewed
Open access
DOI
10.3389/fams.2017.00028
Jung, Alex; Tran Quang, Nguyen; Mara, Alexandru
Frontiers in Applied Mathematics and Statistics2018Publications information icon

Local Graph Clustering with Network Lasso

Peer-reviewed
Open access
DOI
10.1109/LSP.2020.3045832
Jung, Alexander; Sarcheshmehpour, Yasmin; Sarcheshmehpour, Yasmin
IEEE Signal Processing Letters2020Publications information icon

On the Duality Between Network Flows and Network Lasso

Peer-reviewed
Open access
DOI
10.1109/LSP.2020.2998400
Jung, Alex
IEEE Signal Processing Letters2020Publications information icon

Background Subtraction Using Multi-Channel Fused Lasso

Peer-reviewed
Open access
DOI
10.2352/ISSN.2470-1173.2019.11.IPAS-269
Liu, Xin; Zhao, Guoying
IS&T International Symposium on Electronic Imaging2019Publications information icon

Analysis of Network Lasso for Semi-Supervised Regression

Peer-reviewed
Open access
Jung, Alex; Vesselinova, Natalia
Proceedings of Machine Learning Research2019Publications information icon

Recovery conditions and sampling strategies for network Lasso

Peer-reviewed
Open access
DOI
10.1109/ACSSC.2017.8335369
Mara, Alexandru; Jung, Alexander
Conference record of the Asilomar Conference on Signals, Systems & Computers2018Publications information icon

Direction of arrival estimation using robust complex Lasso

Peer-reviewed
DOI
10.1109/EuCAP.2016.7481141
Ollila, Esa
Proceedings of the European Conference on Antennas and Propagation2016Publications information icon

Lasso

Tykkä, Salla
-2023Publications information icon

Classifying Partially Labeled Networked Data VIA Logistic Network Lasso

Peer-reviewed
Open access
DOI
10.1109/ICASSP40776.2020.9054408
Tran, Nguyen; Ambos, Henrik; Jung, Alexander
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings2020Publications information icon

NeuralLasso: Neural Networks Meet Lasso in Genomic Prediction

Open access
DOI
10.3389/fpls.2022.800161
Mathew, Boby; Hauptmann, Andreas; Léon, Jens; Sillanpää, Mikko J.
Frontiers in plant science2022

When Is Network Lasso Accurate?

Peer-reviewed
Open access
DOI
10.3389/fams.2017.00028
2018

Local Graph Clustering with Network Lasso

Peer-reviewed
Open access
DOI
10.1109/LSP.2020.3045832
2020

On the Duality Between Network Flows and Network Lasso

Peer-reviewed
Open access
DOI
10.1109/LSP.2020.2998400
2020

Background Subtraction Using Multi-Channel Fused Lasso

Peer-reviewed
Open access
DOI
10.2352/ISSN.2470-1173.2019.11.IPAS-269
2019

Analysis of Network Lasso for Semi-Supervised Regression

Peer-reviewed
Open access
2019

Recovery conditions and sampling strategies for network Lasso

Peer-reviewed
Open access
DOI
10.1109/ACSSC.2017.8335369
2018

Direction of arrival estimation using robust complex Lasso

Peer-reviewed
DOI
10.1109/EuCAP.2016.7481141
2016

Lasso

2023

Classifying Partially Labeled Networked Data VIA Logistic Network Lasso

Peer-reviewed
Open access
DOI
10.1109/ICASSP40776.2020.9054408
2020

NeuralLasso: Neural Networks Meet Lasso in Genomic Prediction

Open access
DOI
10.3389/fpls.2022.800161
2022