Moritz Schauer

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 14

Top Topics

Causal Structure

Survival Analysis

Probabilistic Model

Top Venues

SIAM J. Imaging Sci.

Comput. Stat. Data Anal.

Publications

Elizabeth Louise Baker, Moritz Schauer, Stefan Sommer
Score matching for bridges without time-reversals. CoRR (2024)
Gaurav Arya, Ruben Seyer, Frank Schäfer, Alexander K. Lew, Mathieu Huot, Vikash K. Mansinghka, Chris Rackauckas, Kartik Chandra, Moritz Schauer
Differentiating Metropolis-Hastings to Optimize Intractable Densities. CoRR (2023)
Moritz Schauer, Marcel Wienöbst
Causal structure learning with momentum: Sampling distributions over Markov Equivalence Classes of DAGs. CoRR (2023)
Moritz Schauer, Renke Hohl, Dennis Vaupel, Diethelm Bienhaus, Seyed Eghbal Ghobadi
Towards Automated Regulation of Jacobaea Vulgaris in Grassland using Deep Neural Networks. ICCV (Workshops) (2023)
Joris Bierkens, Sebastiano Grazzi, Frank van der Meulen, Moritz Schauer
Sticky PDMP samplers for sparse and local inference problems. Stat. Comput. 33 (1) (2023)
Alexis Arnaudon, Frank van der Meulen, Moritz Schauer, Stefan Sommer
Diffusion Bridges for Stochastic Hamiltonian Systems and Shape Evolutions. SIAM J. Imaging Sci. 15 (1) (2022)
Gaurav Arya, Moritz Schauer, Frank Schäfer, Christopher Rackauckas
Automatic Differentiation of Programs with Discrete Randomness. NeurIPS (2022)
Jakob Czekansky, Clemens Haefke, Moritz Schauer, Diethelm Bienhaus
Remote-gestütztes Programmieren, Debuggen und Testen eines autonomen Modellfahrzeugs. DELFI (2022)
Raphael Sonabend, Florian Pfisterer, Alan Mishler, Moritz Schauer, Lukas Burk, Sebastian J. Vollmer
Flexible Group Fairness Metrics for Survival Analysis. CoRR (2022)
Gaurav Arya, Moritz Schauer, Frank Schäfer, Chris Rackauckas
Automatic Differentiation of Programs with Discrete Randomness. CoRR (2022)
Chad Scherrer, Moritz Schauer
Applied Measure Theory for Probabilistic Modeling. CoRR (2021)
Joris Bierkens, Sebastiano Grazzi, Frank van der Meulen, Moritz Schauer
A piecewise deterministic Monte Carlo method for diffusion bridges. Stat. Comput. 31 (3) (2021)
Alexis Arnaudon, Frank van der Meulen, Moritz Schauer, Stefan Sommer
Diffusion bridges for stochastic Hamiltonian systems with applications to shape analysis. CoRR (2020)
Ruifei Cui, Perry Groot, Moritz Schauer, Tom Heskes
Learning the Causal Structure of Copula Models with Latent Variables. UAI (2018)
Frank van der Meulen, Moritz Schauer, Harry van Zanten
Reversible jump MCMC for nonparametric drift estimation for diffusion processes. Comput. Stat. Data Anal. 71 (2014)