Philipp Reiser

According to our database, Philipp Reiser authored at least 8 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Uncertainty quantification and propagation in surrogate-based Bayesian inference.

Philipp Reiser, Javier Enrique Aguilar, Anneli Guthke, Paul-Christian Bürkner

Stat. Comput., June, 2025

Uncertainty-Aware Surrogate-based Amortized Bayesian Inference for Computationally Expensive Models.

Stefania Scheurer, Philipp Reiser, Tim Brünnette, Wolfgang Nowak, Anneli Guthke, Paul-Christian Bürkner

CoRR, May, 2025

Unsupervised Behavior Analysis and Magnification using Deep Learning: Docker Image.

Biagio Brattoli, Uta Büchler, Michael Dorkenwald, Philipp Reiser, Linard Filli, Fritjof Helmchen, Anna-Sophia Wahl, Björn Ommer

Dataset, February, 2025

2024

Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference.

Philipp Reiser, Javier Enrique Aguilar, Anneli Guthke, Paul-Christian Bürkner

Dataset, March, 2024

Bayesian Surrogate Training on Multiple Data Sources: A Hybrid Modeling Strategy.

Philipp Reiser, Paul-Christian Bürkner, Anneli Guthke

CoRR, 2024

2021

Unsupervised behaviour analysis and magnification (uBAM) using deep learning Dataset.

Biagio Brattoli, Uta Büchler, Michael Dorkenwald, Philipp Reiser, Linard Filli, Fritjof Helmchen, Anna-Sophia Wahl, Björn Ommer

Dataset, April, 2021

Unsupervised behaviour analysis and magnification (uBAM) using deep learning.

Biagio Brattoli, Uta Büchler, Michael Dorkenwald, Philipp Reiser, Linard Filli, Fritjof Helmchen, Anna-Sophia Wahl, Björn Ommer

Nat. Mach. Intell., 2021

2020

uBAM: Unsupervised Behavior Analysis and Magnification using Deep Learning.

Biagio Brattoli, Uta Büchler, Michael Dorkenwald, Philipp Reiser, Linard Filli, Fritjof Helmchen, Anna-Sophia Wahl, Björn Ommer

CoRR, 2020