- Nonparametric supervised learning by linear interpolation with maximum entropyMaya R Gupta
Department of Electrical Engineering, University of Washington, Seattle 98195, USA
IEEE Trans Pattern Anal Mach Intell 28:766-81. 2006..LIME simulation results support use of the method, and performance on a pipeline integrity classification problem demonstrates that the proposed algorithm has practical value...
- Adaptive local linear regression with application to printer color managementMaya R Gupta
Department of Electrical Engineering, University of Washington, Seattle, WA 98195, USA
IEEE Trans Image Process 17:936-45. 2008..Significant improvements in error metrics are shown, indicating that enclosing neighborhoods may be a promising adaptive neighborhood definition for other local learning tasks as well, depending on the density of training samples...
- Joint deconvolution and classification with applications to passive acoustic underwater multipathHyrum S Anderson
Department of Electrical and Computer Engineering, University of Washington, Seattle, Washington 98195, USA
J Acoust Soc Am 124:2973-83. 2008....