Servicenavigation

News

• I moved to the CS department as scientific coordinator for the Research Center "Trustworthy Data Science and Security".

Research Interests

• Machine Learning
• Predictive Modelling
• Statistical Computing
• Big Data
• Parallelization
• Software Engineering
• Hyperparameter Tuning
• Black-Box Optimization
• Survival Analysis
• Statistics in Bioinformatics

Teaching

• Data Mining Cup
• Data Science and Big Data
• Courses for Dortmunder R Kurse
• Courses for Münchner R Kurse
• Computer-intensive methods I @ LMU Munich, Statistics
• Current Research in Data Science @ LMU Munich, ESG Data Science
• Efficient R Programming

Publications

• ORCID 0000-0001-9754-0393
• Google Scholar

Software

• BatchExperiments ([cran] [github])
• BatchJobs ([cran] [github])
• BBmisc ([cran] [github])
• BiocParallel ([BioConductor])
• backports ([cran] [github]); > 25000 downloads / day
• batchtools ([cran] [github])
• checkmate ([cran] [github]); > 8000 downloads / day
• fail ([cran] [github])
• fmrmr ([github])
• mlr ([cran] [github])
• mlr3 ([cran] [github])
• mlr3db ([cran] [github])
• mlr3filters ([cran] [github])
• mlr3learners ([cran] [github])
• mlr3misc ([cran] [github])
• mlr3pipelines ([cran] [github])
• mlr3tuning ([cran] [github])
• mlrMBO ([cran] [github])
• OpenML ([cran] [github])
• parallelMap ([cran] [github])
• paradox ([cran] [github])
• ParamHelpers ([cran] [github])

GPG

• Fingerprint: 8F05 E7D2 2833 EECD C148  37F2 D459 B557 DD33 4185
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