Michael Fauß

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 48

Top Topics

Hypothesis Testing

Distributed Sensor Networks

Top Venues

IEEE Trans. Signal Process.

Publications

Dominik Reinhard, Michael Fauß, Abdelhak M. Zoubir
Asymptotically optimal procedures for sequential joint detection and estimation. Signal Process. 219 (2024)
Margaret P. Chapman, Michael Fauß, Kevin M. Smith
On Optimizing the Conditional Value-at-Risk of a Maximum Cost for Risk-Averse Safety Analysis. IEEE Trans. Autom. Control. 68 (6) (2023)
Michael Fauß, Alex Dytso, H. Vincent Poor
A Kullback-Leibler Divergence Variant of the Bayesian Cramér-Rao Bound. Signal Process. 207 (2023)
Chuanning Wei, Michael Fauß, Margaret P. Chapman
CVaR-based Safety Analysis in the Infinite Time Horizon Setting. ACC (2022)
Alex Dytso, Michael Fauß, H. Vincent Poor
Bayesian Risk With Bregman Loss: A Cramér-Rao Type Bound and Linear Estimation. IEEE Trans. Inf. Theory 68 (3) (2022)
Michael Fauß, Manuel S. Stein, H. Vincent Poor
On Optimal Quantization in Sequential Detection. IEEE Trans. Signal Process. 70 (2022)
Michael Fauß, Abdelhak M. Zoubir, H. Vincent Poor
Minimax Robust Detection: Classic Results and Recent Advances. IEEE Trans. Signal Process. 69 (2021)
Dominik Reinhard, Michael Fauß, Abdelhak M. Zoubir
An Asymptotically Pointwise Optimal Procedure For Sequential Joint Detection And Estimation. ICASSP (2021)
Wei Cao, Alex Dytso, Michael Fauß, H. Vincent Poor
Finite-Sample Bounds on the Accuracy of Plug-In Estimators of Fisher Information. Entropy 23 (5) (2021)
Michael Fauß, Alex Dytso, H. Vincent Poor
A variational interpretation of the Cramér-Rao bound. Signal Process. 182 (2021)
Michael Fauß, Alex Dytso, H. Vincent Poor
An Inequality for Bayesian Bregman Risks With Applications in Directional Estimation. MFI (2021)
Dominik Reinhard, Michael Fauß, Abdelhak M. Zoubir
Asymptotically Optimal Procedures for Sequential Joint Detection and Estimation. CoRR (2021)
Michael Fauß, Manuel S. Stein, H. Vincent Poor
On Optimal Quantization in Sequential Detection. CoRR (2021)
Michael Fauß, Abdelhak M. Zoubir, H. Vincent Poor
Minimax Robust Detection: Classic Results and Recent Advances. CoRR (2021)
Dominik Reinhard, Michael Fauß, Abdelhak M. Zoubir
Distributed Joint Detection and Estimation: A Sequential Approach. CoRR (2020)
Dominik Reinhard, Michael Fauß, Abdelhak M. Zoubir
Sequential Joint Detection and Estimation with an Application to Joint Symbol Decoding and Noise Power Estimation. ICASSP (2020)
Michael Fauß, Alex Dytso, H. Vincent Poor
MMSE Bounds Under Kullback-Leibler Divergence Constraints on the Joint Input-Output Distribution. CoRR (2020)
Di Jin, Feng Yin, Michael Fauß, Michael Muma, Abdelhak M. Zoubir
Exploiting Sparsity for Robust Sensor Network Localization in Mixed LOS/NLOS Environments. ICASSP (2020)
Alex Dytso, Michael Fauß, H. Vincent Poor
A Class of Lower Bounds for Bayesian Risk with a Bregman Loss. CoRR (2020)
Afief D. Pambudi, Michael Fauß, Fauzia Ahmad, Abdelhak M. Zoubir
Minimax Robust Landmine Detection Using Forward-Looking Ground-Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 58 (7) (2020)
Wei Cao, Alex Dytso, Michael Fauß, Gang Feng, H. Vincent Poor
Robust Power Allocation for Parallel Gaussian Channels With Approximately Gaussian Input Distributions. IEEE Trans. Wirel. Commun. 19 (6) (2020)
Alex Dytso, Michael Fauß, H. Vincent Poor
A Class of Lower Bounds for Bayesian Risk with a Bregman Loss. SPAWC (2020)
Michael Fauß, H. Vincent Poor, Alex Dytso
MMSE Bounds Under Kullback-Leibler Divergence Constraints on the Joint Input-Output Distribution. ACSSC (2020)
Wei Cao, Alex Dytso, Michael Fauß, H. Vincent Poor, Gang Feng
On Nonparametric Estimation of the Fisher Information. ISIT (2020)
Dominik Reinhard, Michael Fauß, Abdelhak M. Zoubir
Bayesian Sequential Joint Detection and Estimation under Multiple Hypotheses. CoRR (2020)
Dominik Reinhard, Michael Fauß, Abdelhak M. Zoubir
Distributed Joint Detection and Estimation: A Sequential Approach. CISS (2020)
Wei Cao, Alex Dytso, Michael Fauß, H. Vincent Poor, Gang Feng
Nonparametric Estimation of the Fisher Information and Its Applications. CoRR (2020)
Alex Dytso, Michael Fauß, H. Vincent Poor
The Vector Poisson Channel: On the Linearity of the Conditional Mean Estimator. IEEE Trans. Signal Process. 68 (2020)
Amare Kassaw, Dereje Hailemariam, Michael Fauß, Abdelhak M. Zoubir
Fractional Programming for Energy Efficient Power Control in Uplink Massive MIMO Systems. EUSIPCO (2019)
Yawei Li, Michael Fauß, Abdelhak M. Zoubir
Logistic Regression with Robust Bootstrapping. CAMSAP (2019)
Huiping Huang, Michael Fauß, Abdelhak M. Zoubir
Block Sparsity-Based DOA Estimation with Sensor Gain and Phase Uncertainties. EUSIPCO (2019)
Michael Fauß, Michael Muma, Freweyni K. Teklehaymanot, Abdelhak M. Zoubir
Robust Detection for Cluster Analysis. ICASSP (2019)
Manuel S. Stein, Michael Fauß
Latency Analysis for Sequential Detection in Low-Complexity Binary Radio Systems. IEEE Trans. Commun. 67 (12) (2019)
Alex Dytso, Michael Fauß, Abdelhak M. Zoubir, H. Vincent Poor
MMSE Bounds for Additive Noise Channels Under Kullback-Leibler Divergence Constraints on the Input Distribution. IEEE Trans. Signal Process. 67 (24) (2019)
Dominik Reinhard, Michael Fauß, Abdelhak M. Zoubir
Bayesian Sequential Joint Signal Detection and Signal-to-Noise Ratio Estimation. EUSIPCO (2019)
Michael Fauß, Abdelhak M. Zoubir, Alex Dytso, H. Vincent Poor, Kyatsandra G. Nagananda
Tight Bounds on the Weighted Sum of MMSEs with Applications in Distributed Estimation. CoRR (2019)
Afief D. Pambudi, Michael Fauß, Fauzia Ahmad, Abdelhak M. Zoubir
Forward Looking GPR-Based Landmine Detection Using a Robust Likelihood Ratio Test. EUSIPCO (2019)
Manuel S. Stein, Michael Fauß
Latency Analysis for Sequential Detection in Low-Complexity Binary Radio Systems. CoRR (2019)
Michael Fauß, Abdelhak M. Zoubir, Alex Dytso, H. Vincent Poor, Kyatsandra G. Nagananda
Tight Bounds on the Weighted Sum of MMSEs with Applications in Distributed Estimation. SPAWC (2019)
Michael Fauß, Abdelhak M. Zoubir, H. Vincent Poor
On the Equivalence of $f$-Divergence Balls and Density Bands in Robust Detection. ICASSP (2018)
Michael Fauß, Abdelhak M. Zoubir, Alex Dytso, H. Vincent Poor
Tight MMSE Bounds for the AGN Channel Under KL Divergence Constraints on the Input Distribution. SSP (2018)
Manuel S. Stein, Michael Fauß
In a One-Bit Rush: Low-Latency Wireless Spectrum Monitoring with Binary Sensor Arrays. CoRR (2018)
Manuel S. Stein, Michael Fauß
In a One-Bit Rush: Low-Latency Wireless Spectrum Monitoring With Binary Sensor Arrays. SSP (2018)
Mark R. Leonard, Maximilian Stiefel, Michael Fauß, Abdelhak M. Zoubir
Robustifying Sequential Multiple Hypothesis Tests in Distributed Sensor Networks. EUSIPCO (2018)
Mark R. Leonard, Maximilian Stiefel, Michael Fauß, Abdelhak M. Zoubir
Robust Sequential Testing of Multiple Hypotheses in Distributed Sensor Networks. ICASSP (2018)
Di Jin, Boriana Boiadjieva, Hendrik Backhaus, Michael Fauß, Ting Fu, Albrecht Stroh, Anja Klein, Abdelhak M. Zoubir
Analysis of Activity States of Local Neuronal Microcircuits in Mouse Brain. EUSIPCO (2018)
Michael Fauß, Kyatsandra G. Nagananda, Abdelhak M. Zoubir, H. Vincent Poor
Sequential joint signal detection and signal-to-noise ratio estimation. CoRR (2017)
Michael Fauß, Abdelhak M. Zoubir
Old Bands, New Tracks - Revisiting the Band Model for Robust Hypothesis Testing. CoRR (2015)
Michael Fauß, Abdelhak M. Zoubir
Designing discrete sequential tests via mixed integer programming. ICASSP (2014)