Michael Fauss

Dr.-Ing. Michael Fauß

Former Member of the Signal Processing Group at the Institute of Telecommunications, TU Darmstadt. (This page is no longer maintained. Last update: 09/2019)

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

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Jump to: 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013
Number of items: 36.

2020

Reinhard, D. ; Fauß, M. ; Zoubir, A. M. (2020):
Sequential Joint Detection and Estimation with an Application to Joint Symbol Decoding and Noise Power Estimation.
In: 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (submitted), Barcelona, Spain, May 4-8, 2020, [Conference item]

Jin, D. ; Yin, F. ; Fauß, M. ; Muma, M. ; Zoubir, A. M. (2020):
Exploiting Sparsity for Robust Sensor Network Localization in Mixed LOS/NLOS Environments.
In: 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (submitted), Barcelona, Spain, May 4-8, 2020, [Conference item]

2019

Li, Y. ; Fauß, M. ; Zoubir, A. M. (2019):
Logistic Regression With Robust Bootstrapping.
In: 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) (accepted)), Guadeloupe, West Indies, December 15-18, 2019, [Conference item]

Pambudi, A. D. ; Fauß, M. ; Ahmad, F. ; Zoubir, A. M. (2019):
Forward Looking GPR-Based Landmine Detection Using a Robust Likelihood Ratio Test.
A Coruña, Spain, In: 27th European Signal Processing Conference (EUSIPCO), A Coruña, Spain, [Conference item]

Kassaw, A. ; Hailemariam, D. ; Fauß, M. ; Zoubir, A. M. (2019):
Fractional Programming for Energy Efficient Power Control in Uplink Massive {MIMO} Systems.
A Coruña, Spain, In: 27th European Signal Processing Conference (EUSIPCO), A Coruña, Spain, September 2 to 6, 2019, [Conference item]

Reinhard, D. ; Fauß, M. ; Zoubir, A. M. (2019):
Bayesian Sequential Joint Signal Detection and Signal-to-Noise Ratio Estimation.
In: 27th European Signal Processing Conference (EUSIPCO), A Coruña, Spain, September 2 to 6, 2019, [Conference item]

Fauß, M. ; Muma, M. ; Teklehaymanot, F. K. ; Zoubir, A. M. (2019):
Robust Detection for Cluster Analysis.
In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, UK, May 12-17, 2019, [Conference item]

Fauß, M. ; Dytso, A. ; Nagananda, K. G. ; Zoubir, A. M. ; Poor, H. V. (2019):
Tight Bounds on the Weighted Sum of MMSEs with Applications in Distributed Estimation.
In: IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) (accepted), [Conference item]

Stein, M. S. ; Fauß, M. (2019):
Latency Analysis for Sequential Detection in Low-Complexity Binary Radio Systems.
In: IEEE Transactions on Communications (accepted), [Article]

Huang, H. ; Fauß, M. ; Zoubir, A. M. (2019):
Block Sparsity-Based DOA Estimation With Sensor Gain and Phase Uncertainties.
A Coruña, Spain, In: 27th European Signal Processing Conference (EUSIPCO), A Coruña, Spain, September 2 to 6, 2019, [Conference item]

Pambudi, A. D. ; Fauß, M. ; Ahmad, F. ; Zoubir, A. M. (2019):
Minimax Robust Landmine Detection Using Forward-Looking Ground Penetrating Radar.
In: IEEE Transactions on Geoscience Remote Sensing (submitted), [Article]

2018

Leonard, M. R. ; Stiefel, M. ; Fauß, M. ; Zoubir, A. M. (2018):
Robustifying Sequential Multiple Hypothesis Tests in Distributed Sensor Networks.
In: Proceedings of the 26th European Signal Processing Conference (EUSIPCO), [Conference item]

Leonard, M. R. ; Stiefel, M. ; Fauß, M. ; Zoubir, A. M. (2018):
Robust Sequential Testing of Multiple Hypotheses in Distributed Sensor Networks.
In: Proceedings of the 43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), [Conference item]

Reinhard, D. ; Fauß, M. ; Zoubir, A. M. (2018):
Bayesian Sequential Joint Detection and Estimation.
In: Sequential Analysis, S. 530-570, 37, (04), DOI: 10.1080/07474946.2018.1554899,
[Online-Edition: https://arxiv.org/abs/1807.03234],
[Article]

Fauß, M. ; Zoubir, A. M. (2018):
On the Minimization of Convex Functionals of Probability Distributions Under Band Constraints.
In: IEEE Transactions on Signal Processing, ISSN 1941-0476,
DOI: 10.1109/TSP.2017.2788427,
[Article]

Fauß, M. ; Zoubir, A. M. ; Poor, H. V. (2018):
On the Equivalence of F-Divergence Balls and Density Bands in Robust Detection.
In: Proceedings of the 43rd IEEE International Conference on Acoustics, Speech and Signal Processing, [Conference item]

Pambudi, A. D. ; Fauß, M. ; Zoubir, A. M. (2018):
Kernel-Based Cooperative Robust Sequential Hypothesis Testing.
In: IEEE International Conference on Signals and Systems (ICSigSys), [Conference item]

Jin, D. ; Boiadjieva, B. ; Backhaus, H. ; Fauß, M. ; Fu, T. ; Stroh, A. ; Klein, Anja ; Zoubir, A. M. (2018):
Analysis of Activity States of Local Neuronal Microcircuits in Mouse Brain.
In: Proc. European Signal Processing Conf. (EUSIPCO), [Conference item]

Fauß, M. ; Dytso, A. ; Zoubir, A. M. ; Poor, H. V. (2018):
Tight MMSE Bounds for the AGN Channel Under KL Divergence Constraints on the Input Distribution.
In: Proc. of the IEEE Statistical Signal Processing Workshop (SSP), [Conference item]

Stein, M. S. ; Fauß, M. (2018):
In a One-Bit Rush: Low-Latency Wireless Spectrum Monitoring With Binary Sensor Arrays.
In: Proc. of the IEEE Statistical Signal Processing Workshop (SSP), [Conference item]

Pambudi, A. D. ; Fauß, M. ; Ahmad, F. ; Zoubir, A. M. (2018):
Robust Detection for Forward-Looking GPR in Rough-Surface Clutter Environments.
In: 52nd Asilomar Conference on Signals, Systems and Computers, [Conference item]

Fauß, M. ; Zoubir, A. M. ; Poor, H. V. (2018):
Minimax Optimal Sequential Hypothesis Tests for Markov Processes.
In: The Annals of Statistic (accepted), [Online-Edition: https://arxiv.org/abs/1811.04286],
[Article]

Fauß, M. ; Zoubir, A. M. ; Poor, H. V. (2018):
Minimax Optimal Sequential Tests for Multiple Hypotheses.
In: Proc. of the 56th Annual Allerton Conference on Communication, Control, and Computing (Allerton), [Conference item]

Dytso, A. ; Fauß, M. ; Zoubir, A. M. ; Poor, H. V. (2018):
MMSE Bounds for Additive Noise Channels Under Kullback-Leibler Divergence Constraints on the Input Distribution.
In: IEEE Transactions on Signal Processing (accepted), ISSN 1053-587X,
[Article]

2017

Fauß, M. ; Nagananda, K. G. ; Zoubir, A. M. ; Poor, H. V. (2017):
Sequential Joint Signal Detection and Signal-to-Noise Ratio Estimation.
In: Proc. 42nd IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP), [Conference item]

Gölz, M. ; Fauß, M. ; Zoubir, A. M. (2017):
A Bootstrapped Sequential Probability Ratio Test for Signal Processing Applications.
In: Proc. of the IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), [Conference item]

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

2016

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

Reinhard, D. ; Fauß, M. ; Zoubir, A. M. (2016):
An Approach to Joint Sequential Detection and Estimation with Distributional Uncertainties.
Budapest, Hungary, In: 24th European Signal Processing Conference (EUSIPCO), [Conference item]

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

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

2015

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

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

2014

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

2013

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

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

This list was generated on Fri Nov 15 05:22:43 2019 CET.