Lutz Klinkenberg

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

I am a PhD student at the Software Modeling and Verification Group headed by Professor J.-P. Katoen. I am a member of the FRAPPANT project working on probabilistic programs. Furthermore, I am the managing director of the Information and Communication Profile Area.

Teaching

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

Seminars

Courses

Bachelor/Master Theses

I am always looking forward to working with students. If you are looking for a bachelor/master thesis in the context of probabilistic program semantics and verification and their connection to formal power series and recurrence relations, do not hesitate to contact me. If you have your own ideas in research fields related to these topics which you want to investigate during a final thesis, feel free to drop an email or just visit me in the office for some interesting discussions.

I’m currently supervising:

  • Thomas Vogt (Master Thesis)

Supervised Students:

  • Denise Fromme (Master Thesis)
  • Christian Blumenthal (Master Thesis)

Open Topics:

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@unpublished{EPIUGF2023,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
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},
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
Show all

Awards

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