Publications

Maksim Lapin; Linar Mikeev; Verena Wolf

SHAVE: stochastic hybrid analysis of markov population models

In: HSCC '11: Proceedings of the 14th international conference on Hybrid systems: computation and control. ACM International Conference on Hybrid Systems: Computation and Control (HSCC-2011), April 12-14, Chicago, IL, USA, Pages 311-312, ISBN 978-1-4503-0629-4, ACM, 4/2011.

Tuğrul Dayar; Werner Sandmann; David Spieler; Verena Wolf

Infinite level-dependent QBD processes and matrix-analytic solutions for stochastic chemical kinetics

In: Advances in Applied Probability, Vol. 43, No. 4, Pages 1005-1026, Cambridge University Press, 12/2011.

Pascal Giehr; Charalampos Kyriakopoulos; Gabriella Ficz; Verena Wolf; Jörn Walter

The Influence of Hydroxylation on Maintaining CpG Methylation Patterns: A Hidden Markov Model Approach

In: PLOS Computational Biology, Vol. 12, No. 5, Pages 1-16, Public Library of Science, 5/2016.

Michael Backenköhler; Luca Bortolussi; Verena Wolf

Moment-Based Parameter Estimation for Stochastic Reaction Networks in Equilibrium

In: IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), Vol. 15, No. 4, Pages 1180-1192, IEEE, 11/2017.

Michael Backes; Pascal Berrang; Mathias Humbert; Xiaoyu Shen; Verena Wolf

Simulating the Large-Scale Erosion of Genomic Privacy Over Time

In: IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), Vol. 15, No. 5, Pages 1405-1412, IEEE, 7/2018.

Tobias Lademann; Théo Vincent; Jan Peters; Matthias Weigold

The Challenges of Using Reinforcement Learning for Controlling Industrial Energy Systems

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2605.31044, Pages 1-11, arXiv, 2026.

Noah Farr; Aryaman Reddi; Carlo D'Eramo; Jan Peters

Streaming Reinforcement Learning under Partial Observability with Real-Time Recurrent Learning

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2605.24709, Pages 1-16, arXiv, 2026.

Gina Wigginghaus; Tim Missal; Berk Guler; Simon Manschitz; Jan Peters

Learning Sim-Grounded Policies for Bimanual Rope Manipulation from Human Teleoperation Data

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2605.16043, Pages 1-5, arXiv, 2026.

Charlotte Dörschner; Frank Jäkel; Carsten Binnig

Towards More Realistic Natural Language Queries in Text-to-SQL Benchmarks

In: Proceedings of the Workshop on Human-In-the-Loop Data Analytics, HILDA 2026, Bengaluru, India, 31 May 2026 - 5 June 2026. Workshop on Human-In-the-Loop Data Analytics (HILDA), Pages 1-8, ACM, 2026.

Hymalai Bello; Lala Ray; Joanna Sorysz; Sungho Suh; Paul Lukowicz

OpenMarcie: Dataset for Multimodal Action Recognition in Industrial Environments

In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). International Conference on Computer Vision and Pattern Recognition (CVPR-2026), June 3-7, Denver, CO, USA, IEEE, 2026.