Fast Approximation Method for Gaussian Process Regression Using Hash Function for Non-uniformly Distributed Data

Yuya Okadome, Yutaka Nakamura, Yumi Shikauchi, Shin Ishii, Hiroshi Ishiguro. Fast Approximation Method for Gaussian Process Regression Using Hash Function for Non-uniformly Distributed Data. In Valeri Mladenov, Petia D. Koprinkova-Hristova, G√ľnther Palm, Alessandro E. P. Villa, Bruno Appollini, Nikola Kasabov, editors, Artificial Neural Networks and Machine Learning - ICANN 2013 - 23rd International Conference on Artificial Neural Networks, Sofia, Bulgaria, September 10-13, 2013. Proceedings. Volume 8131 of Lecture Notes in Computer Science, pages 17-25, Springer, 2013. [doi]

Abstract

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