Arkadiusz Paterek
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Arkadiusz Paterek [1]
Arkadiusz Paterek,
a Polish computer and data scientist with interests in programming, machine learning, recommender system and deep learning [2], and chess player [3].
He holds a masters degree from University of Warsaw, with a thesis entitled Modeling of an evaluation function in chess [4],
elaborating on the single-layer perceptron design of an evaluation function.
Inspired by Michael Buro's GLEM approach [5] in the domain of Othello, Arkadiusz Paterek used his own chess program Gosu,
to tune its evaluation by logistic regression.
Selected Publications
- Arkadiusz Paterek (2004). Modelowanie funkcji oceniającej w szachach. Masters thesis, University of Warsaw (Polish, Modeling of an evaluation function in chess)
- Arkadiusz Paterek (2004). Modelowanie funkcji oceniającej w grach. University of Warsaw, zipped ps (Polish, Modeling of an evaluation function in games)
- Arkadiusz Paterek (2007). Improving regularized singular value decomposition for collaborative filtering. KDD Cup and Workshop 2007, pdf, pdf [7] [8]
- Arkadiusz Paterek (2012). Predicting movie ratings and recommender systems. pdf
Forum Posts
- gosu v.0.2 by Arek Paterek, Winboard Forum, September 20, 2004
- Re: Gosu does not find the mate in 1... by Arek Paterek, Winboard Forum, October 03, 2004
External Links
References
- ↑ Arkadiusz Paterek - Polska | LinkedIn
- ↑ Arkadiusz Paterek's Homepage
- ↑ Katarzyna Kucharska - Szachy w Polsce
- ↑ Arkadiusz Paterek (2004). Modelowanie funkcji oceniającej w szachach. Masters thesis, University of Warsaw (Polish, Modeling of the evaluation function in chess)
- ↑ Michael Buro (1998). From Simple Features to Sophisticated Evaluation Functions. CG 1998, pdf
- ↑ Arkadiusz Paterek - Google Scholar Citations
- ↑ Collaborative filtering from Wikipedia
- ↑ Netflix Prize from Wikipedia
