Publications in Scientific Journals
A. Jung, Y. Eldar, N. Görtz:
"On the Minimax Risk of Dictionary Learning";
IEEE Transactions on Information Theory,
62
(2016),
3;
1501
- 1515.
More information
A. Jung:
"Learning the Conditional Independence Structure of Stationary Time Series: A Multitask Learning Approach";
IEEE Transactions on Signal Processing,
63
(2015),
21;
5677
- 5690.
More information
A. Jung, G. Hannak, N. Görtz:
"Graphical LASSO based Model Selection for Time Series";
IEEE Signal Processing Letters,
22
(2015),
1781
- 1785.
More information
N. Görtz, C. Guo, A. Jung, M. E. Davies, G. Doblinger:
"Iterative Recovery of Dense Signals from Incomplete Measurements";
IEEE Signal Processing Letters,
21
(2014),
9;
1059
- 1063.
More information
A. Jung, S. Schmutzhard, F. Hlawatsch:
"The RKHS approach to minimum variance estimation revisited: Variance bounds, sufficient statistics, and exponential families";
IEEE Transactions on Information Theory,
60
(2014),
7;
4050
- 4065.
More information
A. Jung, S. Schmutzhard, F. Hlawatsch, Z. Ben-Haim, Y. Eldar:
"Minimum Variance Estimation of a Sparse Vector Within the Linear Gaussian Model: An RKHS Approach";
IEEE Transactions on Information Theory,
60
(2014),
10;
6555
- 6575.
More information
A. Jung, G. Tauböck, F. Hlawatsch:
"Compressive Spectral Estimation for Nonstationary Random Processes";
IEEE Transactions on Information Theory,
59
(2013),
5;
3117
- 3138.
More information
A. Jung, Z. Ben-Haim, F. Hlawatsch, Y. Eldar:
"Unbiased Estimation of a Sparse Vector in White Gaussian Noise";
IEEE Transactions on Information Theory,
57
(2011),
12;
7856
- 7876.
More information
Contributions to Proceedings
A. Jung, Z. Ben-Haim, F. Hlawatsch, Y. Eldar:
"On Unbiased Estimation Of Sparse Vectors Corrupted By Gaussian Noise";
in: "Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010)",
IEEE Conference Proceedings,
2010,
3990
- 3993.
S. Schmutzhard, A. Jung, F. Hlawatsch, Z. Ben-Haim, Y. Eldar:
"A Lower Bound on the Estimator Variance for the Sparse Linear Model";
in: "Proc. 44th Asilomar Conf. Signals, Systems, Computers",
IEEE Conference Proceedings,
Pacific Grove, CA,
2010,
1976
- 1980.
More information
A. Jung, G. Tauböck, F. Hlawatsch:
"Compressive Nonstationary Spectral Estimation Using Parsimonious Random Sampling of the Ambiguity Function";
in: "Proc. IEEE SSP-09",
IEEE Conference Proceedings,
2009,
642
- 645.
More information
A. Jung, G. Tauböck, F. Hlawatsch:
"Compressive Spectral Estimation For Nonstationary Random Processes";
in: "Proc. IEEE ICASSP 2009",
IEEE Conference Proceedings,
2009,
3029
- 3032.
More information
Talks and Poster Presentations (with Proceedings-Entry)
G. Babazadeh Eslamlou, A. Jung, N. Görtz, M. Fereydooni:
"Graph Signal Recovery From Incomplete And Noisy Information Using Approximate Message Passing";
Talk: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016),
Shanghai, China;
03-20-2016
- 03-25-2016; in: "41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016)",
IEEE,
shanghai, China
(2016),
ISBN: 978-1-4799-9988-0;
6170
- 6174.
More information
G. Hannak, M. Mayer, A. Jung, G. Matz, N. Görtz:
"Joint channel estimation and activity detection for multiuser communication systems";
Talk: IEEE ICC 2015 Workshop on Massive Uncoordinated Access Protocols,
London;
06-08-2015
- 06-12-2015; in: "Communication Workshop (ICCW), 2015 IEEE International Conference on",
(2015),
2086
- 2091.
More information
G. Hannak, A. Jung, N. Görtz:
"On the Information-theoretic Limits of Graphical Model Selection for Gaussian Time Series";
Talk: European Signal Processing Conference (EUSIPCO),
Lissabon, Portugal;
09-01-2014
- 09-05-2014; in: "Proceedings of the European Signal Processing Conference (EUSIPCO)",
(2014),
516
- 520.
More information
A. Jung, Y. Eldar, N. Görtz:
"Performance Limits of Dictionary Learning for Sparse Coding";
Talk: European Signal Processing Conference (EUSIPCO),
Lissabon, Portugal;
09-01-2014
- 09-05-2014; in: "Proceedings of the European Signal Processing Conference (EUSIPCO)",
(2014),
765
- 769.
More information
A. Jung, R. Heckel, H. Bölcskei, F. Hlawatsch:
"Compressive nonparametric graphical model selection for time series";
Talk: IEEE International Conference on Speech, Acoustics, and Signal Processing 2014 (ICASSP 2014),
Florence, Italy;
05-04-2014
- 05-09-2014; in: "ICASSP",
IEEE,
(2014),
769
- 773.
More information
S. Schmutzhard, A. Jung, F. Hlawatsch:
"Minimum variance estimation for the sparse signal in noise model";
Talk: IEEE International Symposium on Information Theory (ISIT),
St.Petersburg, Russische Föderation;
07-31-2011
- 08-05-2011; in: "IEEE Conf. Proceedings",
(2011),
124
- 128.
More information
A. Jung, S. Schmutzhard, F. Hlawatsch, A. Hero:
"Performance bounds for sparse parametric covariance estimation in Gaussian models";
Poster: IEEE Int. Conference on Acoustics, Speech, and Signal Processing (ICASSP),
Prag, Tschechische Republik;
05-22-2011
- 05-27-2011; in: "Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011)",
IEEE,
(2011),
4156
- 4159.
More information
Talks and Poster Presentations (without Proceedings-Entry)
A. Jung, R. Heckel, H. Bölcskei, F. Hlawatsch:
"Compressive Nonparametric Graphical Model Selection for Time Series: A Multitask Learning Approach";
Poster: Workshop on Statistical Issues in Compressive Sensing,
Göttingen (invited);
11-11-2013
- 11-13-2013.
A. Jung:
"COMPRESSIVE NONPARAMETRIC GRAPHICAL MODEL SELECTION FOR TIME SERIES: A Multitask Learning Approach";
Talk: IDCOM Seminar,
Edinburgh (Schottland) (invited);
10-16-2013.
More information
Doctor's Theses (authored and supervised)
A. Jung:
"An RKHS Approach to Estimation with Sparsity Constraints";
Supervisor, Reviewer: F. Hlawatsch, H. Bölcskei;
E389,
2011;
oral examination: 05-06-2011.
Diploma and Master Theses (authored and supervised)
B. Kausl:
"Channel Aware Inference Based on the Fisher Information";
Supervisor: F. Hlawatsch, A. Jung;
E389,
2012;
final examination: 11-23-2012.
A. Jung:
"Sparsity-based Spectrum Estimators for Nonstationary Random Processes";
Supervisor: F. Hlawatsch;
Institut für Nachrichtentechnik und Hochfrequenztechnik,
2008;
final examination: 06-12-2008.