Alexander Jung (mlbook.cs.aalto.fi)
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Joint channel estimation and activity detection for multiuser communication systems
G Hannak, M Mayer, A Jung, G Matz, N Goertz
2015 IEEE International Conference on Communication Workshop (ICCW), 2086-2091, 2015
422015
Graphical lasso based model selection for time series
A Jung, G Hannak, N Goertz
IEEE Signal Processing Letters 22 (10), 1781-1785, 2015
362015
When is network lasso accurate?
A Jung, N Tran, A Mara
Frontiers in Applied Mathematics and Statistics 3, 28, 2018
292018
On the minimax risk of dictionary learning
A Jung, YC Eldar, N Görtz
IEEE Transactions on Information Theory 62 (3), 1501-1515, 2016
282016
Learning the conditional independence structure of stationary time series: A multitask learning approach
A Jung
IEEE Transactions on Signal Processing 63 (21), 5677-5690, 2015
242015
Compressive spectral estimation for nonstationary random processes
A Jung, G Tauböck, F Hlawatsch
IEEE Transactions on Information Theory 59 (5), 3117-3138, 2013
232013
Unbiased estimation of a sparse vector in white Gaussian noise
A Jung, Z Ben-Haim, F Hlawatsch, YC Eldar
IEEE transactions on information theory 57 (12), 7856-7876, 2011
202011
Predictive maintenance of photovoltaic panels via deep learning
T Huuhtanen, A Jung
2018 IEEE Data Science Workshop (DSW), 66-70, 2018
192018
Compressive nonparametric graphical model selection for time series
A Jung, R Heckel, H Bölcskei, F Hlawatsch
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
172014
Machine learning: Basic principles
A Jung
arXiv preprint arXiv:1805.05052, 2018
162018
Scalable graph signal recovery for big data over networks
A Jung, P Berger, G Hannak, G Matz
2016 IEEE 17th International Workshop on Signal Processing Advances in …, 2016
162016
Classifying process instances using recurrent neural networks
M Hinkka, T Lehto, K Heljanko, A Jung
International Conference on Business Process Management, 313-324, 2018
152018
The network nullspace property for compressed sensing of big data over networks
A Jung, M Hulsebos
Frontiers in Applied Mathematics and Statistics 4, 9, 2018
142018
Semi-supervised learning via sparse label propagation
A Jung, AO Hero III, A Mara, S Jahromi
arXiv preprint arXiv:1612.01414, 2016
142016
An international comparison of voting by committees
A Jung
ECB Working Paper, 2011
142011
Does the federal reserve staff still beat private forecasters?
M El-Shagi, S Giesen, A Jung
ECB Working Paper, 2014
132014
Big data frameworks: A comparative study
W Inoubli, S Aridhi, H Mezni, A Jung
CoRR, abs/1610.09962, 2016
122016
Performance limits of dictionary learning for sparse coding
A Jung, YC Eldar, N Görtz
2014 22nd European Signal Processing Conference (EUSIPCO), 765-769, 2014
122014
Localized linear regression in networked data
A Jung, N Tran
IEEE Signal Processing Letters 26 (7), 1090-1094, 2019
112019
A fixed-point of view on gradient methods for big data
A Jung
Frontiers in Applied Mathematics and Statistics 3, 18, 2017
112017
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Artikelen 1–20