| A robust adaptive Lasso estimator for the independent contamination model J Machkour, M Muma, B Alt, AM Zoubir Signal Processing 174, 107608, 2020 | 10 | 2020 |
| The outlier-corrected-data-adaptive Lasso: A new robust estimator for the independent contamination model J Machkour, B Alt, M Muma, AM Zoubir 2017 25th European Signal Processing Conference (EUSIPCO), 1649-1653, 2017 | 9 | 2017 |
| The Terminating-Random Experiments Selector: Fast High-Dimensional Variable Selection with False Discovery Rate Control J Machkour, M Muma, DP Palomar arXiv preprint arXiv:2110.06048, 2022 | 8 | 2022 |
| False discovery rate control for grouped variable selection in high-dimensional linear models using the t-knock filter J Machkour, M Muma, DP Palomar 2022 30th European Signal Processing Conference (EUSIPCO), 892-896, 2022 | 7 | 2022 |
| False discovery rate control for fast screening of large-scale genomics biobanks J Machkour, M Muma, DP Palomar 2023 IEEE Statistical Signal Processing Workshop (SSP), 666-670, 2023 | 6 | 2023 |
| TRexSelector: T-Rex Selector: High-Dimensional Variable Selection & FDR Control J Machkour, S Tien, DP Palomar, M Muma https://cran.r-project.org/package=TRexSelector, 2022 | 6 | 2022 |
| tlars: The T-LARS Algorithm: Early-Terminated Forward Variable Selection J Machkour, S Tien, DP Palomar, M Muma https://cran.r-project.org/package=tlars, 2022 | 3 | 2022 |
| False discovery rate control for Gaussian graphical models via neighborhood screening T Koka, J Machkour, M Muma arXiv preprint arXiv:2401.09979, 2024 | 2 | 2024 |
| Sparse PCA with false discovery rate controlled variable selection J Machkour, A Breloy, M Muma, DP Palomar, F Pascal arXiv preprint arXiv:2401.08375, 2024 | 2 | 2024 |
| FDR-Controlled Portfolio Optimization for Sparse Financial Index Tracking J Machkour, DP Palomar, M Muma arXiv preprint arXiv:2401.15139, 2024 | 1 | 2024 |
| High-Dimensional False Discovery Rate Control for Dependent Variables J Machkour, M Muma, DP Palomar arXiv preprint arXiv:2401.15796, 2024 | | 2024 |
| The Informed Elastic Net for Fast Grouped Variable Selection and FDR Control in Genomics Research J Machkour, M Muma, DP Palomar 2023 IEEE 9th International Workshop on Computational Advances in Multi …, 2023 | | 2023 |
| Solving FDR-Controlled Sparse Regression Problems with Five Million Variables on a Laptop F Scheidt, J Machkour, M Muma 2023 IEEE 9th International Workshop on Computational Advances in Multi …, 2023 | | 2023 |
Michael MumaProf. Dr.-Ing., Technische Universität DarmstadtVerified email at tu-darmstadt.de
