Simon Dirmeier

14 papers A 1Journal 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
Causal Posterior Estimation.
CoRR
Simon Dirmeier, Antonietta Mira
2025 A conf
Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood Estimation.
UAI
Simon Dirmeier, Carlo Albert, Fernando Pérez-Cruz
2024 J jnl
High Resolution Seismic Waveform Generation using Denoising Diffusion.
CoRR
Andreas Bergmeister, Kadek Hendrawan Palgunadi, Andrea Bosisio, Laura Ermert, Maria Koroni, Nathanaël Perraudin, Simon Dirmeier, Men-Andrin Meier
2024 J jnl
Simulation-based inference with the Python Package sbijax.
CoRR
Simon Dirmeier, Simone Ulzega, Antonietta Mira, Carlo Albert
2024 J jnl
Surjectors: surjection layers for density estimation with normalizing flows.
J. Open Source Softw.
Simon Dirmeier
2024 J jnl
Synthetic location trajectory generation using categorical diffusion models.
CoRR
Simon Dirmeier, Ye Hong, Fernando Pérez-Cruz
2023 J jnl
Diffusion models for probabilistic programming.
CoRR
Simon Dirmeier, Fernando Pérez-Cruz
2023 J jnl
Revealing behavioral impact on mobility prediction networks through causal interventions.
CoRR
Ye Hong, Yanan Xin, Simon Dirmeier, Fernando Pérez-Cruz, Martin Raubal
2023 J jnl
Simulation-based inference using surjective sequential neural likelihood estimation.
CoRR
Simon Dirmeier, Carlo Albert, Fernando Pérez-Cruz
2023 J jnl
Uncertainty quantification and out-of-distribution detection using surjective normalizing flows.
CoRR
Simon Dirmeier, Ye Hong, Yanan Xin, Fernando Pérez-Cruz
2020 J jnl
Host factor prioritization for pan-viral genetic perturbation screens using random intercept models and network propagation.
PLoS Comput. Biol.
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
2019 J jnl
PyBDA: a command line tool for automated analysis of big biological data sets.
BMC Bioinform.
Simon Dirmeier, Mario Emmenlauer, Christoph Dehio, Niko Beerenwinkel
2018 J jnl
datastructures: An R package for organisation and storage of data.
J. Open Source Softw.
Simon Dirmeier
2018 J jnl
netReg: network-regularized linear models for biological association studies.
Bioinform.
Simon Dirmeier, Christiane Fuchs, Nikola S. Müller, Fabian J. Theis