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''' <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 meta parameters 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>.
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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=

Latest revision as of 09:17, 17 September 2020

Home * People * Karlson Pfannschmidt

Karlson Pfannschmidt [1]

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

[5]

Forum Posts

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
Re: Crazy good LTC Kiudee "mod" setting just by adjusting CPuct by Karlson Pfannschmidt, CCC, January 31, 2020

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References

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