Moritz Schauer

19 papers A* 1A 2Journal 12Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Causality-Δ: Jacobian-Based Dependency Analysis in Flow Matching Models. CoRR Reza Rezvan, Gustav Gille, Moritz Schauer, Richard Torkar
2025	A	`conf`	Score matching for bridges without learning time-reversals. AISTATS Elizabeth Louise Baker, Moritz Schauer, Stefan Sommer
2024	—	`conf`	Causal Structure Learning With Momentum: Sampling Distributions Over Markov Equivalence Classes. PGM Moritz Schauer, Marcel Wienöbst
2024	—	`conf`	Deep Learning Based Growth Modeling of Plant Phenotypes. ECCV Workshops (3) Renke Hohl, Moritz Schauer, Seyed Eghbal Ghobadi
2024	J	`jnl`	Score matching for bridges without time-reversals. CoRR Elizabeth Louise Baker, Moritz Schauer, Stefan Sommer
2023	J	`jnl`	Causal structure learning with momentum: Sampling distributions over Markov Equivalence Classes of DAGs. CoRR Moritz Schauer, Marcel Wienöbst
2023	J	`jnl`	Differentiating Metropolis-Hastings to Optimize Intractable Densities. CoRR Gaurav Arya, Ruben Seyer, Frank Schäfer, Alexander K. Lew, Mathieu Huot, Vikash K. Mansinghka, Chris Rackauckas, Kartik Chandra, Moritz Schauer
2023	J	`jnl`	Sticky PDMP samplers for sparse and local inference problems. Stat. Comput. Joris Bierkens, Sebastiano Grazzi, Frank van der Meulen, Moritz Schauer
2023	—	`conf`	Towards Automated Regulation of Jacobaea Vulgaris in Grassland using Deep Neural Networks. ICCV (Workshops) Moritz Schauer, Renke Hohl, Dennis Vaupel, Diethelm Bienhaus, Seyed Eghbal Ghobadi
2022	A*	`conf`	Automatic Differentiation of Programs with Discrete Randomness. NeurIPS Gaurav Arya, Moritz Schauer, Frank Schäfer, Christopher Rackauckas
2022	J	`jnl`	Automatic Differentiation of Programs with Discrete Randomness. CoRR Gaurav Arya, Moritz Schauer, Frank Schäfer, Chris Rackauckas
2022	J	`jnl`	Diffusion Bridges for Stochastic Hamiltonian Systems and Shape Evolutions. SIAM J. Imaging Sci. Alexis Arnaudon, Frank van der Meulen, Moritz Schauer, Stefan Sommer
2022	J	`jnl`	Flexible Group Fairness Metrics for Survival Analysis. CoRR Raphael Sonabend, Florian Pfisterer, Alan Mishler, Moritz Schauer, Lukas Burk, Sebastian J. Vollmer
2022	—	`conf`	Remote-gestütztes Programmieren, Debuggen und Testen eines autonomen Modellfahrzeugs. DELFI Jakob Czekansky, Clemens Haefke, Moritz Schauer, Diethelm Bienhaus
2021	J	`jnl`	A piecewise deterministic Monte Carlo method for diffusion bridges. Stat. Comput. Joris Bierkens, Sebastiano Grazzi, Frank van der Meulen, Moritz Schauer
2021	J	`jnl`	Applied Measure Theory for Probabilistic Modeling. CoRR Chad Scherrer, Moritz Schauer
2020	J	`jnl`	Diffusion bridges for stochastic Hamiltonian systems with applications to shape analysis. CoRR Alexis Arnaudon, Frank van der Meulen, Moritz Schauer, Stefan Sommer
2018	A	`conf`	Learning the Causal Structure of Copula Models with Latent Variables. UAI Ruifei Cui, Perry Groot, Moritz Schauer, Tom Heskes
2014	J	`jnl`	Reversible jump MCMC for nonparametric drift estimation for diffusion processes. Comput. Stat. Data Anal. Frank van der Meulen, Moritz Schauer, Harry van Zanten