Michael Fauss

Dr.-Ing. Michael Fauß

Merckstraße 25
64283 Darmstadt

Office: S3|06 263

+49 6151 16-21370
+49 6151 16-21342


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Office Hours:Tuesday, 10-12h

Michael Fauß studied Electrical Engineering in Darmstadt and Munich and received his Diploma from TU Munich in December 2010. From March to September 2011 Michael worked as a research assistant at the Associate Institute for Signal Processing at TU Munich. Since November 2011 he is a member of the Signal Processing Group at TU Darmstadt. In March 2016 he received his doctoral degree and has since been working as a Postdoctoral Research Fellow.

Research

The focus of Michael's research is on sequential analysis and statistical robustness. Sequential analysis is concerned with statistical inference in scenarios where the number of available samples is not given a priori, but is increasing over time. The aim is typically to maximize the efficiency of the inference procedure such that it uses as few samples as possible. Robust statistics, on the other hand, sacrifices some efficiency under ideal conditions in order to be less sensitive to deviations from the ideal case. Hence, a robust procedure continues to work reasonably well, even if the underlying model holds only approximately. Exploring and exploiting possible synergies of both approaches is at the core of Michael's work.

Publications

Group by: Date | Item type | No grouping
Jump to: 2017 | 2016 | 2015 | 2014 | 2013
Number of items: 12.

2017

Fauß, M. ; Nagananda, K. G. ; Zoubir, A. M. ; Poor, V. H. :
Sequential Joint Signal Detection and Signal-to-Noise Ratio Estimation.

[Conference or workshop item], (2017)

Fauß, M. ; Zoubir, A. M. :
On the Minimization of Convex Functionals of Probability Distributions Under Band Constraints.
In: IEEE Transactions on Signal Processing (under review)
[Article], (2017)

Fauß, M. ; Zoubir, A. M. :
Minimax Robust Sequential Hypothesis Testing Under Density Band Uncertainties.
In: Proc. of the ISI World Statistics Congress (ISI) .
[Conference or workshop item], (2017)

2016

Fauß, M. ; Zoubir, A. M. :
Old Bands, New Tracks — Revisiting the Band Model for Robust Hypothesis Testing.
In: IEEE Trans. Signal Process., 64 (22) pp. 5875-5886.
[Article], (2016)

Fauß, M. :
Design and Analysis of Optimal and Minimax Robust Sequential Hypothesis Tests.
[Online-Edition: http://tuprints.ulb.tu-darmstadt.de/5494]
Technische Universität Darmstadt , Darmstadt
[PhD thesis], (2016)

Reinhard, D. ; Fauß, M. ; Zoubir, A. M. :
An Approach to Joint Sequential Detection and Estimation with Distributional Uncertainties.
European Signal Process. Conf. (EUSIPCO)
[Conference or workshop item], (2016)

Fauß, M. ; Zoubir, A. M. :
Two Distributions Designed to Minimize the Expected Delay in CSMA Networks.
In: IEEE Signal Processing Letters, 23 (2) pp. 267-271. ISSN 1070-9908
[Article], (2016)

2015

Fauß, M. ; Zoubir, A. M. :
Towards Minimax-Optimal Sequential Tests.
[Online-Edition: https://www2.spg.tu-darmstadt.de/spg_typo3/fileadmin/webfile...]
Invited talk at the Fifth International Workshop in Sequential Methodologies
[Conference or workshop item], (2015)

Fauß, M. ; Zoubir, A. M. :
A Linear Programming Approach to Sequential Hypothesis Testing.
In: Sequential Analysis, 34 (2) pp. 235-263.
[Article], (2015)

2014

Fauß, M. ; Zoubir, A. M. :
Designing Discrete Sequential Tests via Mixed Integer Programming.
In: Proc. 39th IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP).
[Conference or workshop item], (2014)

2013

Fauß, M. ; Zoubir, A. M. :
Energy Efficient Sequential Detection Using Feedback Aided Censoring.
In: Proc. IEEE 14th Int. Workshop on Signal Processing Advances for Wireless Communications (SPAWC). Darmstadt, Germany
[Conference or workshop item], (2013)

Fauß, M. ; Zoubir, A. M. :
Performance Analysis of Sequential Detection for Collision Avoidance in Sensor Networks.
In: Proc. 38th IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP). Vancouver, Canada
[Conference or workshop item], (2013)

This list was generated on Wed Jul 26 08:19:31 2017 CEST.