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