Michael Muma

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 58

Top Topics

False Discovery Rate

Computationally Efficient

Unsupervised Learning

Sensor Networks

Top Venues

Signal Process.

Publications

Jasin Machkour, Arnaud Breloy, Michael Muma, Daniel P. Palomar, Frédéric Pascal
Sparse PCA with False Discovery Rate Controlled Variable Selection. ICASSP (2024)
Taulant Koka, Manolis C. Tsakiris, Michael Muma, Benjamín Béjar Haro
Shuffled multi-channel sparse signal recovery. Signal Process. 224 (2024)
Taulant Koka, Jasin Machkour, Michael Muma
False Discovery Rate Control for Gaussian Graphical Models via Neighborhood Screening. CoRR (2024)
Christian A. Schroth, Christian Eckrich, Ibrahim Kakouche, Stefan Fabian, Oskar von Stryk, Abdelhak M. Zoubir, Michael Muma
Emergency Response Person Localization and Vital Sign Estimation Using a Semi-Autonomous Robot Mounted SFCW Radar. IEEE Trans. Biomed. Eng. 71 (6) (2024)
Jasin Machkour, Arnaud Breloy, Michael Muma, Daniel P. Palomar, Frédéric Pascal
Sparse PCA with False Discovery Rate Controlled Variable Selection. CoRR (2024)
Jasin Machkour, Daniel P. Palomar, Michael Muma
FDR-Controlled Portfolio Optimization for Sparse Financial Index Tracking. CoRR (2024)
Christian A. Schroth, Christian Eckrich, Ibrahim Kakouche, Stefan Fabian, Oskar von Stryk, Abdelhak M. Zoubir, Michael Muma
Emergency Response Person Localization and Vital Sign Estimation Using a Semi-Autonomous Robot Mounted SFCW Radar. CoRR (2023)
Jasin Machkour, Michael Muma, Daniel P. Palomar
The Informed Elastic Net for Fast Grouped Variable Selection and FDR Control in Genomics Research. CAMSAP (2023)
Fabian Scheidt, Jasin Machkour, Michael Muma
Solving FDR-Controlled Sparse Regression Problems with Five Million Variables on a Laptop. CAMSAP (2023)
Jonas Emrich, Taulant Koka, Sebastian Wirth, Michael Muma
Accelerated Sample-Accurate R-Peak Detectors Based on Visibility Graphs. EUSIPCO (2023)
Aylin Tastan, Michael Muma, Esa Ollila, Abdelhak M. Zoubir
Sparsity-Aware Block Diagonal Representation for Subspace Clustering. EUSIPCO (2023)
Jasin Machkour, Michael Muma, Daniel P. Palomar
False Discovery Rate Control for Fast Screening of Large-Scale Genomics Biobanks. SSP (2023)
Aylin Tastan, Michael Muma, Abdelhak M. Zoubir
Fast and Robust Sparsity-Aware Block Diagonal Representation. CoRR (2023)
Aylin Tastan, Michael Muma, Abdelhak M. Zoubir
Eigenvalue-Based Block Diagonal Representation and Application to p-Nearest Neighbor Graphs. EUSIPCO (2022)
Stefan Vlaski, Christian A. Schroth, Michael Muma, Abdelhak M. Zoubir
ROBUST AND EFFICIENT AGGREGATION FOR DISTRIBUTED LEARNING. EUSIPCO (2022)
Jasin Machkour, Michael Muma, Daniel P. Palomar
False Discovery Rate Control for Grouped Variable Selection in High-Dimensional Linear Models Using the T-Knock Filter. EUSIPCO (2022)
Mahmoud El-Hindi, Michael Muma, Abdelhak M. Zoubir
Semi-Supervised Online Speaker Diarization using Vector Quantization with Alternative Codebooks. EUSIPCO (2022)
Taulant Koka, Michael Muma
Fast and Sample Accurate R-Peak Detection for Noisy ECG Using Visibility Graphs. EMBC (2022)
Stefan Vlaski, Christian A. Schroth, Michael Muma, Abdelhak M. Zoubir
Robust and Efficient Aggregation for Distributed Learning. CoRR (2022)
Aylin Tastan, Michael Muma, Abdelhak M. Zoubir
Sparsity-aware robust community detection (SPARCODE). Signal Process. 187 (2021)
Freweyni K. Teklehaymanot, Michael Muma, Abdelhak M. Zoubir
Robust Bayesian cluster enumeration based on the t distribution. Signal Process. 182 (2021)
Christian A. Schroth, Michael Muma
Real Elliptically Skewed Distributions and Their Application to Robust Cluster Analysis. IEEE Trans. Signal Process. 69 (2021)
Christian A. Schroth, Michael Muma
Robust M-Estimation Based Bayesian Cluster Enumeration for Real Elliptically Symmetric Distributions. IEEE Trans. Signal Process. 69 (2021)
Aylin Tastan, Michael Muma, Abdelhak M. Zoubir
Robust Spectral Clustering: A Locality Preserving Feature Mapping Based on M-estimation. EUSIPCO (2021)
Aylin Tastan, Michael Muma, Abdelhak M. Zoubir
Robust Regularized Locality Preserving Indexing for Fiedler Vector Estimation. CoRR (2021)
Michael Muma, Esa Ollila, Frédéric Pascal
Special issue on statistical signal processing solutions and advances for data science: Complex, dynamic and large-scale settings. Signal Process. 182 (2021)
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)
Felicia Ruppel, Michael Muma, Abdelhak M. Zoubir
Globally Optimal Robust Matrix Completion Based on M-Estimation. MLSP (2020)
Jasin Machkour, Michael Muma, Bastian Alt, Abdelhak M. Zoubir
A robust adaptive Lasso estimator for the independent contamination model. Signal Process. 174 (2020)
Michael Muma, Wen-Jun Zeng, Abdelhak M. Zoubir
Robust M-estimation Based Matrix Completion. ICASSP (2019)
Yani Zhang, Freweyni K. Teklehaymanot, Michael Muma, Abdelhak M. Zoubir
Distributed Robust Bayesian Cluster Enumeration Criterion for Unsupervised Learning. CAMSAP (2019)
Michael Fauß, Michael Muma, Freweyni K. Teklehaymanot, Abdelhak M. Zoubir
Robust Detection for Cluster Analysis. ICASSP (2019)
Luca Carlino, Di Jin, Michael Muma, Abdelhak M. Zoubir
Robust distributed cooperative RSS-based localization for directed graphs in mixed LoS/NLoS environments. EURASIP J. Wirel. Commun. Netw. 2019 (2019)
Lisa Dawel, Ann-Kathrin Seifert, Michael Muma, Abdelhak M. Zoubir
A Robust Genetic Algorithm for Feature Selection and Parameter Optimization in Radar-Based Gait Analysis. CAMSAP (2019)
Tanuj Hasija, Martin Gölz, Michael Muma, Peter J. Schreier, Abdelhak M. Zoubir
Source Enumeration and Robust Voice Activity Detection in Wireless Acoustic Sensor Networks. ACSSC (2019)
Martin Gölz, Michael Muma, Topi Halme, Abdelhak M. Zoubir, Visa Koivunen
Spatial Inference in Sensor Networks using Multiple Hypothesis Testing and Bayesian Clustering. EUSIPCO (2019)
Freweyni K. Teklehaymanot, Michael Muma, Abdelhak M. Zoubir
Diffusion-Based Bayesian Cluster Enumeration in Distributed Sensor Networks. SSP (2018)
Sara Al-Sayed, Jorge Plata-Chaves, Michael Muma, Marc Moonen, Abdelhak M. Zoubir
Node-Specific Diffusion LMS-Based Distributed Detection Over Adaptive Networks. IEEE Trans. Signal Process. 66 (3) (2018)
Tim Schäck, Michael Muma, Abdelhak M. Zoubir
Hands-on in Signal Processing Education at Technische Universitat Darmstadt. ICASSP (2018)
Freweyni K. Teklehaymanot, Michael Muma, Abdelhak M. Zoubir
Novel Bayesian Cluster Enumeration Criterion for Cluster Analysis with Finite Sample Penalty Term. ICASSP (2018)
Patricia Binder, Michael Muma, Abdelhak M. Zoubir
Gravitational Clustering: A simple, robust and adaptive approach for distributed networks. Signal Process. 149 (2018)
Tim Schäck, Michael Muma, Mengling Feng, Cuntai Guan, Abdelhak M. Zoubir
Robust Nonlinear Causality Analysis of Nonstationary Multivariate Physiological Time Series. IEEE Trans. Biomed. Eng. 65 (6) (2018)
Freweyni K. Teklehaymanot, Michael Muma, Abdelhak M. Zoubir
Robust Bayesian Cluster Enumeration. CoRR (2018)
Freweyni K. Teklehaymanot, Michael Muma, Abdelhak M. Zoubir
Bayesian Cluster Enumeration Criterion for Unsupervised Learning. IEEE Trans. Signal Process. 66 (20) (2018)
Freweyni K. Teklehaymanot, Ann-Kathrin Seifert, Michael Muma, Moeness G. Amin, Abdelhak M. Zoubir
Bayesian Target Enumeration and Labeling Using Radar Data of Human Gait. EUSIPCO (2018)
Freweyni K. Teklehaymanot, Michael Muma, Abdelhak M. Zoubir
Adaptive diffusion-based track assisted multi-object labeling in distributed camera networks. EUSIPCO (2017)
Tim Schäck, Yosef Safi Harb, Michael Muma, Abdelhak M. Zoubir
Computationally efficient algorithm for photoplethysmography-based atrial fibrillation detection using smartphones. EMBC (2017)
Freweyni K. Teklehaymanot, Michael Muma, Abdelhak M. Zoubir
A Novel Bayesian Cluster Enumeration Criterion for Unsupervised Learning. CoRR (2017)
Patricia Binder, Michael Muma, Abdelhak M. Zoubir
Gravitational Clustering: A Simple, Robust and Adaptive Approach for Distributed Networks. CoRR (2017)
Jasin Machkour, Bastian Alt, Michael Muma, Abdelhak M. Zoubir
The outlier-corrected-data-adaptive Lasso: A new robust estimator for the independent contamination model. EUSIPCO (2017)
L. Khadidja Hamaidi, Michael Muma, Abdelhak M. Zoubir
Multi-speaker voice activity detection by an improved multiplicative non-negative independent component analysis with sparseness constraints. ICASSP (2017)
L. Khadidja Hamaidi, Michael Muma, Abdelhak M. Zoubir
Robust distributed multi-speaker voice activity detection using stability selection for sparse non-negative feature extraction. EUSIPCO (2017)
Tim Schäck, Michael Muma, Abdelhak M. Zoubir
Computationally efficient heart rate estimation during physical exercise using photoplethysmographic signals. EUSIPCO (2017)
Michael Muma, Abdelhak M. Zoubir
Bounded Influence Propagation τ-Estimation: A New Robust Method for ARMA Model Estimation. IEEE Trans. Signal Process. 65 (7) (2017)
Tim Schäck, Michael Muma, Weaam Alkhaldi, Abdelhak M. Zoubir
A procedure to locate the eyelid position in noisy videokeratoscopic images. EURASIP J. Adv. Signal Process. 2016 (2016)
Freweyni K. Teklehaymanot, Michael Muma, Jun Liu, Abdelhak M. Zoubir
In-network adaptive cluster enumeration for distributed classification and labeling. EUSIPCO (2016)
Fabian Scheidt, Di Jin, Michael Muma, Abdelhak M. Zoubir
Fast and accurate cooperative localization in wireless sensor networks. EUSIPCO (2016)
Patricia Binder, Michael Muma, Abdelhak M. Zoubir
Robust and adaptive diffusion-based classification in distributed networks. EURASIP J. Adv. Signal Process. 2016 (2016)
Marta Martinez-Camara, Michael Muma, Abdelhak M. Zoubir, Martin Vetterli
A new robust and efficient estimator for ill-conditioned linear inverse problems with outliers. ICASSP (2015)
Freweyni K. Teklehaymanot, Michael Muma, Benjamín Béjar Haro, Patricia Binder, Abdelhak M. Zoubir, Martin Vetterli
Robust diffusion-based unsupervised object labelling in distributed camera networks. AFRICON (2015)
Symeon Chouvardas, Michael Muma, Khadidja Hamaidi, Sergios Theodoridis, Abdelhak M. Zoubir
Distributed robust labeling of audio sources in heterogeneous wireless sensor networks. ICASSP (2015)
Daniel Kalus, Michael Muma, Abdelhak M. Zoubir
Distributed robust change point detection for autoregressive processes with an application to distributed voice activity detection. ICASSP (2015)
Patricia Binder, Michael Muma, Abdelhak M. Zoubir
Robust and computationally efficient diffusion-based classification in distributed networks. ICASSP (2015)
Tim Schäck, Christian Sledz, Michael Muma, Abdelhak M. Zoubir
A new method for heart rate monitoring during physical exercise using photoplethysmographic signals. EUSIPCO (2015)
Stefan Vlaski, Michael Muma, Abdelhak M. Zoubir
Robust bootstrap methods with an application to geolocation in harsh LOS/NLOS environments. ICASSP (2014)
Jack Dagdagan, Michael Muma, Abdelhak M. Zoubir
Robust testing for stationarity in the presence of outliers. ICASSP (2014)
Michael Muma
Robust model order selection for ARMA models based on the bounded innovation propagation τ-estimator. SSP (2014)
Waqas Sharif, Michael Muma, Abdelhak M. Zoubir
Robustness Analysis of Spatial Time-Frequency Distributions Based on the Influence Function. IEEE Trans. Signal Process. 61 (8) (2013)
Bin Han, Michael Muma, Mengling Feng, Abdelhak M. Zoubir
An online approach for intracranial pressure forecasting based on signal decomposition and robust statistics. ICASSP (2013)
Falco Strasser, Michael Muma, Abdelhak M. Zoubir
Motion artifact removal in ECG signals using multi-resolution thresholding. EUSIPCO (2012)
Michael Muma, Yao Cheng, Florian Roemer, Martin Haardt, Abdelhak M. Zoubir
Robust source number enumeration for r-dimensional arrays in case of brief sensor failures. ICASSP (2012)
Abdelhak M. Zoubir, Visa Koivunen, Yacine Chakhchoukh, Michael Muma
Robust Estimation in Signal Processing: A Tutorial-Style Treatment of Fundamental Concepts. IEEE Signal Process. Mag. 29 (4) (2012)
Michael Muma, Abdelhak M. Zoubir
Robust model order selection for corneal height data based on τ estimation. ICASSP (2011)
Michael Muma, D. Robert Iskander, Michael J. Collins
The Role of Cardiopulmonary Signals in the Dynamics of the Eye's Wavefront Aberrations. IEEE Trans. Biomed. Eng. 57 (2) (2010)