Lutz Klinkenberg

lk_profil
Email
lutz.klinkenberg at cs.rwth-aachen.de
Address
Room 4203
Ahornstraße 55
D-52074 Aachen
Phone
+49 241 80 21221

I was a former PhD Student at the Software Modeling and Verification Group headed by Professor J.-P. Katoen. I successfully finished my PhD at June 20th 2025.

Teaching

I was/am currently involved in the following teaching activities:

Seminars

Courses

PhD Thesis

My dissertation is available online:

Dissertation cover

Supervised Students:

  • Denise Fromme (Master Thesis)
  • Thomas Vogt (Master Thesis)
  • Christian Blumenthal (Master Thesis)
  • Alexander Salostowitz (Bachelor Thesis)
2024
DOI fulltext PDF [bibtex]
@article{EBILPPGF2024,
title = {Exact Bayesian Inference for Loopy Probabilistic Programs using Generating Functions},
author = {Lutz Klinkenberg and Christian Blumenthal and Mingshuai Chen and Darion Haase and Joost-Pieter Katoen},
publisher = {ACM},
journal = {Proceedings of the ACM on programming languages},
volume = {8(OOPSLA1)},
pages = {pages 127},
type = {Journal Article},
year = {2024},
doi = {10.1145/3649844},
url = { https://publications.rwth-aachen.de/record/986464},
}×
[issue] 		Lutz Klinkenberg, Christian Blumenthal, Mingshuai Chen, Darion Haase, Joost-Pieter Katoen. Exact Bayesian Inference for Loopy Probabilistic Programs using Generating Functions, Proceedings of the ACM on programming languages 8 (OOPSLA1), pages 127, ACM, 2024.
2023
DOI arXiv:2302.00513 fulltext PDF [bibtex]
@unpublished{EPIUGF2023,
title = {Exact Probabilistic Inference Using Generating Functions},
author = {Lutz Klinkenberg and Tobias Winkler and Mingshuai Chen and Joost-Pieter Katoen},
pages = {3 Seiten},
type = {Preprint},
year = {2023},
doi = {10.48550/arXiv.2302.00513},
url = { https://arxiv.org/abs/2302.00513},
}×
[issue] 		Lutz Klinkenberg, Tobias Winkler, Mingshuai Chen, Joost-Pieter Katoen. Exact Probabilistic Inference Using Generating Functions, 3 Seiten, 2023. https://arxiv.org/abs/2302.00513
DOI arXiv:2307.07314 [bibtex]
@unpublished{EBILPPGF2023,
title = {Exact Bayesian Inference for Loopy Probabilistic Programs using Generating Functions},
author = {Lutz Klinkenberg and Christian Blumenthal and Mingshuai Chen and Darion Haase and Joost-Pieter Katoen},
pages = {54 Seiten},
type = {Preprint},
year = {2023},
doi = {10.48550/ARXIV.2307.07314},
url = { https://arxiv.org/abs/2307.07314},
}×
[issue] 		Lutz Klinkenberg, Christian Blumenthal, Mingshuai Chen, Darion Haase, Joost-Pieter Katoen. Exact Bayesian Inference for Loopy Probabilistic Programs using Generating Functions, 54 Seiten, 2023. https://arxiv.org/abs/2307.07314
2022
DOI fulltext PDF [bibtex]
@conference{DPYRDVPPGF2022,
title = {Does a Program Yield the Right Distribution? Verifying Probabilistic Programs via Generating Functions},
author = {Mingshuai Chen and Joost-Pieter Katoen and Lutz Klinkenberg and Tobias Winkler},
publisher = {Springer},
booktitle = {LNCS},
volume = {13371},
pages = {79-101},
type = {Conference Paper},
year = {2022},
doi = {10.1007/978-3-031-13185-1_5},
url = { https://publications.rwth-aachen.de/record/848175},
}×
[issue] 		Mingshuai Chen, Joost-Pieter Katoen, Lutz Klinkenberg, Tobias Winkler. Does a Program Yield the Right Distribution? Verifying Probabilistic Programs via Generating Functions, 34. International Conference on Computer Aided Verification (CAV 2022), Volume 13371 of LNCS, 79-101, Springer, 2022.
2021
DOI [bibtex]
@conference{GFPP2021,
title = {Generating Functions for Probabilistic Programs},
author = {Lutz Klinkenberg and Kevin Batz and Benjamin Lucien Kaminski and Joost-Pieter Katoen and Joshua Moerman and Tobias Winkler},
publisher = {Springer},
booktitle = {Theoretical Computer Science and General Issues},
volume = {12561},
pages = {231-248},
type = {Conference Paper},
year = {2021},
doi = {10.1007/978-3-030-68446-4_12},
url = { https://publications.rwth-aachen.de/record/807881},
}×
[issue] 		Lutz Klinkenberg, Kevin Batz, Benjamin Lucien Kaminski, Joost-Pieter Katoen, Joshua Moerman, Tobias Winkler. Generating Functions for Probabilistic Programs, 30. International Symposium on Logic-Based Program Synthesis and Transformation (LOPSTR 2020), Volume 12561 of Theoretical Computer Science and General Issues, 231-248, Springer, 2021.
2020
DOI arXiv:2007.06327 [bibtex]
@unpublished{GFPP2020,
title = {Generating Functions for Probabilistic Programs},
author = {Lutz Klinkenberg and Kevin Batz and Benjamin Lucien Kaminski and Joost-Pieter Katoen and Joshua Moerman and Tobias Winkler},
type = {Preprint},
year = {2020},
doi = {10.48550/ARXIV.2007.06327},
url = { https://arxiv.org/abs/2007.06327},
}×
[issue] 		Lutz Klinkenberg, Kevin Batz, Benjamin Lucien Kaminski, Joost-Pieter Katoen, Joshua Moerman, Tobias Winkler. Generating Functions for Probabilistic Programs, 2020. https://arxiv.org/abs/2007.06327

Awards

LOPSTR20: The article “Generating Functions for Probabilistic Programs” has won the best paper award.