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astro-ph.IM2010★ 7 cited
Viewpoints: A high-performance high-dimensional exploratory data analysis tool
P. R. Gazis, C. Levit, M. J. Way
Scientific data sets continue to increase in both size and complexity. In the past, dedicated graphics systems at supercomputing centers were required to visualize large data sets,…
astro-ph.IM2009★ 51 cited
New Approaches To Photometric Redshift Prediction Via Gaussian Process Regression In The Sloan Digital Sky Survey
M. J. Way, L. V. Foster, P. R. Gazis +1
Expanding upon the work of Way and Srivastava 2006 we demonstrate how the use of training sets of comparable size continue to make Gaussian process regression (GPR) a competitive a…