Michael Muma

Orcid: 0000-0002-7983-1944

Affiliations:
  • TU Darmstadt, Germany


According to our database1, Michael Muma authored at least 71 papers between 2010 and 2024.

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

Timeline

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Bibliography

2024
FDR-Controlled Portfolio Optimization for Sparse Financial Index Tracking.
CoRR, 2024

False Discovery Rate Control for Gaussian Graphical Models via Neighborhood Screening.
CoRR, 2024

Sparse PCA with False Discovery Rate Controlled Variable Selection.
CoRR, 2024

2023
Multi-Person Localization and Vital Sign Estimation Radar Dataset.
Dataset, May, 2023

Fast and Robust Sparsity-Aware Block Diagonal Representation.
CoRR, 2023

Emergency Response Person Localization and Vital Sign Estimation Using a Semi-Autonomous Robot Mounted SFCW Radar.
CoRR, 2023

False Discovery Rate Control for Fast Screening of Large-Scale Genomics Biobanks.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Sparsity-Aware Block Diagonal Representation for Subspace Clustering.
Proceedings of the 31st European Signal Processing Conference, 2023

Accelerated Sample-Accurate R-Peak Detectors Based on Visibility Graphs.
Proceedings of the 31st European Signal Processing Conference, 2023

Solving FDR-Controlled Sparse Regression Problems with Five Million Variables on a Laptop.
Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023

The Informed Elastic Net for Fast Grouped Variable Selection and FDR Control in Genomics Research.
Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023

2022
ROBUST AND EFFICIENT AGGREGATION FOR DISTRIBUTED LEARNING.
Proceedings of the 30th European Signal Processing Conference, 2022

Eigenvalue-Based Block Diagonal Representation and Application to p-Nearest Neighbor Graphs.
Proceedings of the 30th European Signal Processing Conference, 2022

False Discovery Rate Control for Grouped Variable Selection in High-Dimensional Linear Models Using the T-Knock Filter.
Proceedings of the 30th European Signal Processing Conference, 2022

Semi-Supervised Online Speaker Diarization using Vector Quantization with Alternative Codebooks.
Proceedings of the 30th European Signal Processing Conference, 2022

Fast and Sample Accurate R-Peak Detection for Noisy ECG Using Visibility Graphs.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
Real Elliptically Skewed Distributions and Their Application to Robust Cluster Analysis.
IEEE Trans. Signal Process., 2021

Robust M-Estimation Based Bayesian Cluster Enumeration for Real Elliptically Symmetric Distributions.
IEEE Trans. Signal Process., 2021

Robust Bayesian cluster enumeration based on the t distribution.
Signal Process., 2021

Sparsity-aware robust community detection (SPARCODE).
Signal Process., 2021

Special issue on statistical signal processing solutions and advances for data science: Complex, dynamic and large-scale settings.
Signal Process., 2021

Robust Regularized Locality Preserving Indexing for Fiedler Vector Estimation.
CoRR, 2021

Robust Spectral Clustering: A Locality Preserving Feature Mapping Based on M-estimation.
Proceedings of the 29th European Signal Processing Conference, 2021

2020
A robust adaptive Lasso estimator for the independent contamination model.
Signal Process., 2020

Globally Optimal Robust Matrix Completion Based on M-Estimation.
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

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

2019
Robust distributed cooperative RSS-based localization for directed graphs in mixed LoS/NLoS environments.
EURASIP J. Wirel. Commun. Netw., 2019

Robust M-estimation Based Matrix Completion.
Proceedings of the IEEE International Conference on Acoustics, 2019

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

Spatial Inference in Sensor Networks using Multiple Hypothesis Testing and Bayesian Clustering.
Proceedings of the 27th European Signal Processing Conference, 2019

Distributed Robust Bayesian Cluster Enumeration Criterion for Unsupervised Learning.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

A Robust Genetic Algorithm for Feature Selection and Parameter Optimization in Radar-Based Gait Analysis.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Source Enumeration and Robust Voice Activity Detection in Wireless Acoustic Sensor Networks.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018
Bayesian Cluster Enumeration Criterion for Unsupervised Learning.
IEEE Trans. Signal Process., 2018

Node-Specific Diffusion LMS-Based Distributed Detection Over Adaptive Networks.
IEEE Trans. Signal Process., 2018

Robust Nonlinear Causality Analysis of Nonstationary Multivariate Physiological Time Series.
IEEE Trans. Biomed. Eng., 2018

Gravitational Clustering: A simple, robust and adaptive approach for distributed networks.
Signal Process., 2018

Robust Bayesian Cluster Enumeration.
CoRR, 2018

Diffusion-Based Bayesian Cluster Enumeration in Distributed Sensor Networks.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Novel Bayesian Cluster Enumeration Criterion for Cluster Analysis with Finite Sample Penalty Term.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Hands-on in Signal Processing Education at Technische Universitat Darmstadt.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Bayesian Target Enumeration and Labeling Using Radar Data of Human Gait.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Bounded Influence Propagation τ-Estimation: A New Robust Method for ARMA Model Estimation.
IEEE Trans. Signal Process., 2017

Signal Processing Projects at Technische Universität Darmstadt: How to engage undergraduate students in signal processing practice.
IEEE Signal Process. Mag., 2017

A Novel Bayesian Cluster Enumeration Criterion for Unsupervised Learning.
CoRR, 2017

Multi-speaker voice activity detection by an improved multiplicative non-negative independent component analysis with sparseness constraints.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Adaptive diffusion-based track assisted multi-object labeling in distributed camera networks.
Proceedings of the 25th European Signal Processing Conference, 2017

Computationally efficient heart rate estimation during physical exercise using photoplethysmographic signals.
Proceedings of the 25th European Signal Processing Conference, 2017

The outlier-corrected-data-adaptive Lasso: A new robust estimator for the independent contamination model.
Proceedings of the 25th European Signal Processing Conference, 2017

Robust distributed multi-speaker voice activity detection using stability selection for sparse non-negative feature extraction.
Proceedings of the 25th European Signal Processing Conference, 2017

Computationally efficient algorithm for photoplethysmography-based atrial fibrillation detection using smartphones.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
A procedure to locate the eyelid position in noisy videokeratoscopic images.
EURASIP J. Adv. Signal Process., 2016

Robust and adaptive diffusion-based classification in distributed networks.
EURASIP J. Adv. Signal Process., 2016

In-network adaptive cluster enumeration for distributed classification and labeling.
Proceedings of the 24th European Signal Processing Conference, 2016

Fast and accurate cooperative localization in wireless sensor networks.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
A new robust and efficient estimator for ill-conditioned linear inverse problems with outliers.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Distributed robust change point detection for autoregressive processes with an application to distributed voice activity detection.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Distributed robust labeling of audio sources in heterogeneous wireless sensor networks.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Robust and computationally efficient diffusion-based classification in distributed networks.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A new method for heart rate monitoring during physical exercise using photoplethysmographic signals.
Proceedings of the 23rd European Signal Processing Conference, 2015

Robust diffusion-based unsupervised object labelling in distributed camera networks.
Proceedings of the AFRICON 2015, Addis Ababa, Ethiopia, September 14-17, 2015, 2015

2014
Robust model order selection for ARMA models based on the bounded innovation propagation τ-estimator.
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

Robust bootstrap methods with an application to geolocation in harsh LOS/NLOS environments.
Proceedings of the IEEE International Conference on Acoustics, 2014

Robust testing for stationarity in the presence of outliers.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Robustness Analysis of Spatial Time-Frequency Distributions Based on the Influence Function.
IEEE Trans. Signal Process., 2013

An online approach for intracranial pressure forecasting based on signal decomposition and robust statistics.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Robust Estimation in Signal Processing: A Tutorial-Style Treatment of Fundamental Concepts.
IEEE Signal Process. Mag., 2012

Robust source number enumeration for r-dimensional arrays in case of brief sensor failures.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Motion artifact removal in ECG signals using multi-resolution thresholding.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Robust model order selection for corneal height data based on τ estimation.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
The Role of Cardiopulmonary Signals in the Dynamics of the Eye's Wavefront Aberrations.
IEEE Trans. Biomed. Eng., 2010


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