
Jasin Machkour
Member of the Signal Processing Group at the Institute of Telecommunications, TU Darmstadt.
Contact
j.machkour@spg.tu-...
work +49 6151 16-21353
fax +49 6151 16-21342
Work
S3|06 252
Merckstr. 25
64283
Darmstadt
Office Hours: Fridays, 2-5 p.m.
Bio
Jasin received the B.Sc. degree in Industrial Engineering and the M.Sc. degree in Electrical Engineering and Information Technology with a major in Communication and Sensor Networks from in 2016 and 2019, respectively. Technische Universität Darmstadt (TU Darmstadt)
He spent one year of his master’s studies (2016/2017) at the Department of Electrical and Computer Engineering of the (USA). University of Illinois at Urbana-Champaign
His bachelor’s and master’s theses deal with robust and adaptive regression for linear and sparse models and robust and adaptive statistical learning for high-dimensional data, respectively.
In 2019, he joined the Signal Processing Group at TU Darmstadt and started his doctoral studies. From September 2019 until February 2020, he visited at the Prof. Daniel P. Palomar. Hong Kong University of Science and Technology
Research
Jasin’s research interests lie in the broad field that is often called statistical learning, machine learning, data science or statistical signal processing. Within this field he focusses on developing methods/algorithms for large-scale and high-dimensional learning tasks with provable statistical properties.
The following topics are of great interest to him:
- Sparse regression in high-dimensional settings
- False discovery rate (FDR) control in variable/feature selection
- Methods for genome-wide association studies (GWAS)
- Parallel computing on high-performance computing (HPC) clusters.
Publications

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