Simon Dirmeier
Swiss Data Science Center(CH)
Publications by Year
Research Areas
Gene expression and cancer classification, Bioinformatics and Genomic Networks, Gaussian Processes and Bayesian Inference, Gene Regulatory Network Analysis, Cell Image Analysis Techniques
Most-Cited Works
- → netReg: network-regularized linear models for biological association studies(2017)26 cited
- → Host factor prioritization for pan-viral genetic perturbation screens using random intercept models and network propagation(2020)21 cited
- → PyBDA: a command line tool for automated analysis of big biological data sets(2019)5 cited
- → Structured hierarchical models for probabilistic inference from perturbation screening data(2019)2 cited
- → High Resolution Generative Waveform Modeling Using Denoising Diffusion(2025)2 cited
- → Surjectors: surjection layers for density estimationwith normalizing flows(2024)2 cited
- → Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood Estimation(2023)2 cited
- → Simulation-based Inference with the Python Package sbijax(2024)1 cited
- → High Resolution Seismic Waveform Generation Using Denoising Diffusion(2025)1 cited
- → Uncertainty quantification and out-of-distribution detection using surjective normalizing flows(2023)1 cited