Simon Dirmeier

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 10

Top Topics

Causal Interactions

Diffusion Models

Top Venues

J. Open Source Softw.

Publications

Simon Dirmeier, Ye Hong, Fernando Pérez-Cruz
Synthetic location trajectory generation using categorical diffusion models. CoRR (2024)
Simon Dirmeier
Surjectors: surjection layers for density estimation with normalizing flows. J. Open Source Softw. 9 (96) (2024)
Ye Hong, Yanan Xin, Simon Dirmeier, Fernando Pérez-Cruz, Martin Raubal
Revealing behavioral impact on mobility prediction networks through causal interventions. CoRR (2023)
Simon Dirmeier, Fernando Pérez-Cruz
Diffusion models for probabilistic programming. CoRR (2023)
Simon Dirmeier, Ye Hong, Yanan Xin, Fernando Pérez-Cruz
Uncertainty quantification and out-of-distribution detection using surjective normalizing flows. CoRR (2023)
Simon Dirmeier, Carlo Albert, Fernando Pérez-Cruz
Simulation-based inference using surjective sequential neural likelihood estimation. CoRR (2023)
Simon Dirmeier, Christopher Dächert, Martijn van Hemert, Ali Tas, Natacha S. Ogando, Frank J. M. van Kuppeveld, Ralf Bartenschlager, Lars Kaderali, Marco Binder, Niko Beerenwinkel
Host factor prioritization for pan-viral genetic perturbation screens using random intercept models and network propagation. PLoS Comput. Biol. 16 (2) (2020)
Simon Dirmeier, Mario Emmenlauer, Christoph Dehio, Niko Beerenwinkel
PyBDA: a command line tool for automated analysis of big biological data sets. BMC Bioinform. 20 (1) (2019)
Simon Dirmeier
datastructures: An R package for organisation and storage of data. J. Open Source Softw. 3 (28) (2018)
Simon Dirmeier, Christiane Fuchs, Nikola S. Müller, Fabian J. Theis
netReg: network-regularized linear models for biological association studies. Bioinform. 34 (5) (2018)