Artikel

Taştan, A. ; Muma, Michael ; Zoubir, A. M. (2023)
Fast and Robust Sparsity-Aware Block Diagonal Representation.
In: IEEE Transactions on Signal Processing, 72
doi: 10.1109/TSP.2023.3343565
Artikel, Bibliographie

Konferenzveröffentlichung

Machkour, Jasin ; Muma, Michael ; Palomar, Daniel P. (2023)
The Informed Elastic Net for Fast Grouped Variable Selection and FDR Control in Genomics Research.
9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing. Herradura, Costa Rica (10.12. - 13.12.2023)
doi: 10.1109/CAMSAP58249.2023.10403489
Konferenzveröffentlichung, Bibliographie

Scheidt, Fabian ; Machkour, Jasin ; Muma, Michael (2023)
Solving FDR-Controlled Sparse Regression Problems with Five Million Variables on a Laptop.
9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing. Herradura, Costa Rica (10.12. - 13.12.2023)
doi: 10.1109/CAMSAP58249.2023.10403478
Konferenzveröffentlichung, Bibliographie

Taştan, Aylin ; Muma, Michael ; Ollila, Esa ; Zoubir, Abdelhak M. (2023)
Sparsity-Aware Block Diagonal Representation for Subspace Clustering.
31st European Signal Processing Conference (EUSIPCO 2023). Helsinki, Finland (04.-08.09.2023)
doi: 10.23919/EUSIPCO58844.2023.10289969
Konferenzveröffentlichung, Bibliographie

Machkour, Jasin ; Muma, Michael ; Palomar, Daniel P. (2023)
False Discovery Rate Control for Fast Screening of Large-Scale Genomics Biobanks.
22nd IEEE Statistical Signal Processing Workshop. Hanoi, Vietnam (02.07. - 05.07.2023)
doi: 10.1109/SSP53291.2023.10207957
Konferenzveröffentlichung, Bibliographie

Muma, Michael ; Machkour, Jasin ; Palomar, Daniel P. (2022)
False Discovery Rate Control for Grouped Variable Selection in High-Dimensional Linear Models Using the T-Knock Filter.
30th European Signal Processing Conference. Belgrade, Serbia (29.08.-02.09.2022)
doi: 10.23919/EUSIPCO55093.2022.9909883
Konferenzveröffentlichung, Bibliographie

Vlaski, Stefan ; Schroth, Christian ; Muma, Michael ; Zoubir, Abdelhak M. (2022)
Robust and Efficient Aggregation for Distributed Learning.
30th European Signal Processing Conference. Belgrade, Serbia (29.08.-02.09.2022)
doi: 10.23919/EUSIPCO55093.2022.9909822
Konferenzveröffentlichung, Bibliographie

El-Hindi, Mahmoud ; Muma, Michael ; Zoubir, Abdelhak M. (2022)
Semi-Supervised Online Speaker Diarization using Vector Quantization with Alternative Codebooks.
30th European Signal Processing Conference. Belgrade, Serbia (29.08.-02.09.2022)
doi: 10.23919/EUSIPCO55093.2022.9909891
Konferenzveröffentlichung, Bibliographie

Koka, Taulant ; Muma, Michael (2022)
Fast and Sample Accurate R-Peak Detection for Noisy ECG Using Visibility Graphs.
44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society. Glasgow, United Kingdom (11.-15.07.2022)
doi: 10.1109/EMBC48229.2022.9871266
Konferenzveröffentlichung, Bibliographie

Taştan, Aylin ; Muma, Michael ; Zoubir, Abdelhak M. (2022)
Eigenvalue-Based Block Diagonal Representation and Application to p-Nearest Neighbor Graphs.
30th European Signal Processing Conference. Belgrade, Serbia (29.08.-02.09.2022)
doi: 10.23919/EUSIPCO55093.2022.9909832
Konferenzveröffentlichung, Bibliographie

Gölz, Martin ; Muma, Michael ; Halme, Topi ; Zoubir, Abdelhak M. ; Koivunen, Visa (2019)
Spatial Inference in Sensor Networks using Multiple Hypothesis Testing and Bayesian Clustering.
27th European Signal Processing Conference. A Coruña, Spain (02.-06.09.2019)
doi: 10.23919/EUSIPCO.2019.8902986
Konferenzveröffentlichung, Bibliographie

Hasija, Tanuj ; Gölz, Martin ; Muma, Michael ; Schreier, Peter J. ; Zoubir, Abdelhak M. (2019)
Source Enumeration and Robust Voice Activity Detection in Wireless Acoustic Sensor Networks.
53rd Asilomar Conference on Signals, Systems and Computers. Pacific Grove, USA (03.-06.11.2019)
doi: 10.1109/IEEECONF44664.2019.9048954
Konferenzveröffentlichung, Bibliographie

Report

Machkour, Jasin ; Muma, Michael ; Palomar, Daniel P. (2024)
The Terminating-Random Experiments Selector: Fast High-Dimensional Variable Selection with False Discovery Rate Control.
doi: 10.48550/arXiv.2110.06048
Report, Bibliographie

Machkour, Jasin ; Palomar, Daniel P. ; Muma, Michael (2024)
FDR-Controlled Portfolio Optimization for Sparse Financial Index Tracking.
doi: 10.48550/arXiv.2401.15139
Report, Bibliographie

Machkour, Jasin ; Muma, Michael ; Palomar, Daniel P. (2024)
High-Dimensional False Discovery Rate Control for Dependent Variables.
doi: 10.48550/arXiv.2401.15796
Report, Bibliographie

Koka, Taulant ; Machkour, Jasin ; Muma, Michael (2024)
False Discovery Rate Control for Gaussian Graphical Models via Neighborhood Screening.
doi: 10.48550/arXiv.2401.09979
Report, Bibliographie

Machkour, Jasin ; Breloy, Arnaud ; Muma, Michael ; Palomar, Daniel P. ; Pascal, Frédéric (2024)
Sparse PCA with False Discovery Rate Controlled Variable Selection.
doi: 10.48550/arXiv.2401.08375
Report, Bibliographie

Koka, Taulant ; Tsakiris, Manolis C. ; Muma, Michael ; Haro, Benjamín Béjar (2023)
Shuffled Multi-Channel Sparse Signal Recovery.
doi: 10.48550/arXiv.2212.07368
Report, Bibliographie

Schroth, Christian A. ; Eckrich, Christian ; Kakouche, Ibrahim ; Fabian, Stefan ; Stryk, Oskar von ; Zoubir, Abdelhak M. ; Muma, Michael (2023)
Emergency Response Person Localization and Vital Sign Estimation Using a Semi-Autonomous Robot Mounted SFCW Radar.
doi: 10.48550/arXiv.2305.15795
Report, Bibliographie

Muma, Michael ; Machkour, Jasin ; Palomar, Daniel P. (2022)
The Terminating-Random Experiments Selector: Fast High-Dimensional Variable Selection with False Discovery Rate Control.
doi: 10.48550/arXiv.2110.06048
Report, Bibliographie

Forschungsdaten

Schroth, Christian A. ; Eckrich, Christian ; Fabian, Stefan ; Stryk, Oskar von ; Zoubir, Abdelhak M. ; Muma, Michael (2023)
Multi-Person Localization and Vital Sign Estimation Radar Dataset.
doi: 10.21227/4bzd-jm32
Forschungsdaten, Bibliographie