Difference between revisions of "Karlson Pfannschmidt"
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a German computer scientist specialized in [[Learning|machine learning]], affiliated with the [[Paderborn University]]. | a German computer scientist specialized in [[Learning|machine learning]], affiliated with the [[Paderborn University]]. | ||
He designed and published tools for local and distributed [[Automated Tuning|tuning]] of chess engines using state-of-the-art [https://en.wikipedia.org/wiki/Bayesian_optimization Bayesian optimization] <ref>[https://github.com/kiudee/chess-tuning-tools GitHub - kiudee/chess-tuning-tools: A collection of scripts aimed at efficiently tuning chess engine parameters]</ref>. | He designed and published tools for local and distributed [[Automated Tuning|tuning]] of chess engines using state-of-the-art [https://en.wikipedia.org/wiki/Bayesian_optimization Bayesian optimization] <ref>[https://github.com/kiudee/chess-tuning-tools GitHub - kiudee/chess-tuning-tools: A collection of scripts aimed at efficiently tuning chess engine parameters]</ref>. | ||
− | His Bayesian implementation of a sequential model-based optimization, dubbed ''Bayes-skopt'' was successfully applied to tune | + | His Bayesian implementation of a sequential model-based optimization, dubbed '''Bayes-skopt''' <ref>[https://github.com/kiudee/bayes-skopt GitHub - kiudee/bayes-skopt: A fully Bayesian implementation of sequential model-based optimization]</ref> was successfully applied to tune hyperparameters of [[Leela Chess Zero]] and its relatives <ref>[https://en.chessbase.com/post/fat-fritz-update-and-fat-fritz-jr Fat Fritz 1.1 update and a small gift] by [[Albert Silver]], [[ChessBase|ChessBase News]], March 05, 2020</ref>. |
=Selcted Publications= | =Selcted Publications= | ||
<ref>[https://www.uni-paderborn.de/person/13472/ Karlson Pfannschmidt - Kontakt (Universität Paderborn)]</ref> | <ref>[https://www.uni-paderborn.de/person/13472/ Karlson Pfannschmidt - Kontakt (Universität Paderborn)]</ref> | ||
− | * [[Karlson Pfannschmidt]], [https://de.wikipedia.org/wiki/Eyke_H%C3%BCllermeier Eyke Hüllermeier], [http://geb.uni-giessen.de/geb/volltexte/2014/10912/ Susanne Held], [https://hunderunden.de/hunderunden-mit/reto-neiger Reto Neiger] ('''2016'''). ''Evaluating Tests in Medical Diagnosis: Combining Machine Learning with Game-Theoretical Concepts''. [https://is.ieis.tue.nl/ipmu/ IPMU 2016] | + | * [[Karlson Pfannschmidt]], [https://de.wikipedia.org/wiki/Eyke_H%C3%BCllermeier Eyke Hüllermeier], [http://geb.uni-giessen.de/geb/volltexte/2014/10912/ Susanne Held], [https://hunderunden.de/hunderunden-mit/reto-neiger Reto Neiger] ('''2016'''). ''[https://link.springer.com/chapter/10.1007/978-3-319-40596-4_38 Evaluating Tests in Medical Diagnosis: Combining Machine Learning with Game-Theoretical Concepts]''. [https://is.ieis.tue.nl/ipmu/ IPMU 2016] <ref>[https://en.wikipedia.org/wiki/Feline_infectious_peritonitis Feline infectious peritonitis from Wikipedia]</ref> |
* [[Karlson Pfannschmidt]], [https://www.uni-paderborn.de/person/54803/ Pritha Gupta], [https://de.wikipedia.org/wiki/Eyke_H%C3%BCllermeier Eyke Hüllermeier] ('''2018'''). ''Deep Architectures for Learning Context-dependent Ranking Functions''. [https://arxiv.org/abs/1803.05796 arXiv:1803.05796] | * [[Karlson Pfannschmidt]], [https://www.uni-paderborn.de/person/54803/ Pritha Gupta], [https://de.wikipedia.org/wiki/Eyke_H%C3%BCllermeier Eyke Hüllermeier] ('''2018'''). ''Deep Architectures for Learning Context-dependent Ranking Functions''. [https://arxiv.org/abs/1803.05796 arXiv:1803.05796] | ||
Latest revision as of 10:17, 17 September 2020
Home * People * Karlson Pfannschmidt
Karlson Pfannschmidt, (Kiudee)
a German computer scientist specialized in machine learning, affiliated with the Paderborn University.
He designed and published tools for local and distributed tuning of chess engines using state-of-the-art Bayesian optimization [2].
His Bayesian implementation of a sequential model-based optimization, dubbed Bayes-skopt [3] was successfully applied to tune hyperparameters of Leela Chess Zero and its relatives [4].
Selcted Publications
- Karlson Pfannschmidt, Eyke Hüllermeier, Susanne Held, Reto Neiger (2016). Evaluating Tests in Medical Diagnosis: Combining Machine Learning with Game-Theoretical Concepts. IPMU 2016 [6]
- Karlson Pfannschmidt, Pritha Gupta, Eyke Hüllermeier (2018). Deep Architectures for Learning Context-dependent Ranking Functions. arXiv:1803.05796
Forum Posts
- Kiudee parameters are very strong by Stefan Pohl, LCZero Forum, January 20, 2020
- Lc0: Kiudee setting is very strong by Stefan Pohl, CCC, January 20, 2020
- Re: Lc0: Kiudee setting is very strong by Karlson Pfannschmidt, CCC, January 22, 2020
- Re: Lc0: Kiudee setting is very strong by Karlson Pfannschmidt, CCC, January 28, 2020
- Re: Lc0: Kiudee setting is very strong by Karlson Pfannschmidt, CCC, January 28, 2020
- Crazy good LTC Kiudee "mod" setting just by adjusting CPuct by Kai Laskos, CCC, January 31, 2020
- Re: Crazy good LTC Kiudee "mod" setting just by adjusting CPuct by Karlson Pfannschmidt, CCC, January 31, 2020
- Re: Lc0 soon to support chess960 ? by Karlson Pfannschmidt, CCC, April 18, 2020
- Does Ordo incorporate priors correctly? by Karlson Pfannschmidt, CCC, April 25, 2020
- New lc0 tune with kiudee tuner by jjoshua2, CCC, May 14, 2020
- Re: Evaluation & Tuning in Chess Engines by Karlson Pfannschmidt, CCC, August 25, 2020
External Links
- Karlson Pfannschmidt - Kontakt (Universität Paderborn)
- Chess Tuning Tools
- kiudee (Karlson Pfannschmidt) · GitHub
- GitHub - kiudee/chess-tuning-tools
- GitHub - kiudee/bayes-skopt: A fully Bayesian implementation of sequential model-based optimization
- Fat Fritz 1.1 update and a small gift by Albert Silver, ChessBase News, March 05, 2020 » Fat Fritz
References
- ↑ kiudee (Karlson Pfannschmidt) · GitHub
- ↑ GitHub - kiudee/chess-tuning-tools: A collection of scripts aimed at efficiently tuning chess engine parameters
- ↑ GitHub - kiudee/bayes-skopt: A fully Bayesian implementation of sequential model-based optimization
- ↑ Fat Fritz 1.1 update and a small gift by Albert Silver, ChessBase News, March 05, 2020
- ↑ Karlson Pfannschmidt - Kontakt (Universität Paderborn)
- ↑ Feline infectious peritonitis from Wikipedia