Michael Fauss

According to our database1, Michael Fauss authored at least 45 papers between 2013 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Minimax Robust Detection: Classic Results and Recent Advances.
IEEE Trans. Signal Process., 2021

A variational interpretation of the Cramér-Rao bound.
Signal Process., 2021

Finite-Sample Bounds on the Accuracy of Plug-In Estimators of Fisher Information.
Entropy, 2021

Risk-sensitive safety analysis via state-space augmentation.
CoRR, 2021

Asymptotically Optimal Procedures for Sequential Joint Detection and Estimation.
CoRR, 2021

An Asymptotically Pointwise Optimal Procedure For Sequential Joint Detection And Estimation.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Robust Power Allocation for Parallel Gaussian Channels With Approximately Gaussian Input Distributions.
IEEE Trans. Wirel. Commun., 2020

The Vector Poisson Channel: On the Linearity of the Conditional Mean Estimator.
IEEE Trans. Signal Process., 2020

Minimax Robust Landmine Detection Using Forward-Looking Ground-Penetrating Radar.
IEEE Trans. Geosci. Remote. Sens., 2020

Nonparametric Estimation of the Fisher Information and Its Applications.
CoRR, 2020

Bayesian Sequential Joint Detection and Estimation under Multiple Hypotheses.
CoRR, 2020

A Class of Lower Bounds for Bayesian Risk with a Bregman Loss.
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

On Nonparametric Estimation of the Fisher Information.
Proceedings of the IEEE International Symposium on Information Theory, 2020

Sequential Joint Detection and Estimation with an Application to Joint Symbol Decoding and Noise Power Estimation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Exploiting Sparsity for Robust Sensor Network Localization in Mixed LOS/NLOS Environments.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Distributed Joint Detection and Estimation: A Sequential Approach.
Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020

MMSE Bounds Under Kullback-Leibler Divergence Constraints on the Joint Input-Output Distribution.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019
MMSE Bounds for Additive Noise Channels Under Kullback-Leibler Divergence Constraints on the Input Distribution.
IEEE Trans. Signal Process., 2019

Latency Analysis for Sequential Detection in Low-Complexity Binary Radio Systems.
IEEE Trans. Commun., 2019

Tight Bounds on the Weighted Sum of MMSEs with Applications in Distributed Estimation.
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Robust Detection for Cluster Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2019

Robust Waterfilling for Approximately Gaussian Inputs.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Bayesian Sequential Joint Signal Detection and Signal-to-Noise Ratio Estimation.
Proceedings of the 27th European Signal Processing Conference, 2019

Forward Looking GPR-Based Landmine Detection Using a Robust Likelihood Ratio Test.
Proceedings of the 27th European Signal Processing Conference, 2019

Fractional Programming for Energy Efficient Power Control in Uplink Massive MIMO Systems.
Proceedings of the 27th European Signal Processing Conference, 2019

Block Sparsity-Based DOA Estimation with Sensor Gain and Phase Uncertainties.
Proceedings of the 27th European Signal Processing Conference, 2019

Logistic Regression with Robust Bootstrapping.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018
On the Minimization of Convex Functionals of Probability Distributions Under Band Constraints.
IEEE Trans. Signal Process., 2018

Bayesian Sequential Joint Detection and Estimation.
CoRR, 2018

In a One-Bit Rush: Low-Latency Wireless Spectrum Monitoring With Binary Sensor Arrays.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Tight MMSE Bounds for the AGN Channel Under KL Divergence Constraints on the Input Distribution.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Robust Sequential Testing of Multiple Hypotheses in Distributed Sensor Networks.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

On the Equivalence of $f$-Divergence Balls and Density Bands in Robust Detection.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Robustifying Sequential Multiple Hypothesis Tests in Distributed Sensor Networks.
Proceedings of the 26th European Signal Processing Conference, 2018

Analysis of Activity States of Local Neuronal Microcircuits in Mouse Brain.
Proceedings of the 26th European Signal Processing Conference, 2018

Minimax Optimal Sequential Tests for Multiple Hypotheses.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018

Robust Detection for Forward-Looking GPR in Rough-Surface Clutter Environments.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
Sequential joint signal detection and signal-to-noise ratio estimation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

A bootstrapped sequential probability ratio test for signal processing applications.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016
Old Bands, New Tracks - Revisiting the Band Model for Robust Hypothesis Testing.
IEEE Trans. Signal Process., 2016

Two Distributions Designed to Minimize the Expected Delay in CSMA Networks.
IEEE Signal Process. Lett., 2016

An approach to joint sequential detection and estimation with distributional uncertainties.
Proceedings of the 24th European Signal Processing Conference, 2016

2014
Designing discrete sequential tests via mixed integer programming.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Energy efficient sequential detection using feedback aided censoring.
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

Performance analysis of sequential detection for collision avoidance in sensor networks.
Proceedings of the IEEE International Conference on Acoustics, 2013


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