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Alexander Freytag 9a2118674b security check in train method added 11 vuotta sitten
algebra 72d211d8f0 init 12 vuotta sitten
configs 72d211d8f0 init 12 vuotta sitten
doxy 72d211d8f0 init 12 vuotta sitten
kernels 72d211d8f0 init 12 vuotta sitten
matlab 9a2118674b security check in train method added 11 vuotta sitten
parameterizedFunctions 7fc06c0490 removed compiler warnings 11 vuotta sitten
progs 7fc06c0490 removed compiler warnings 11 vuotta sitten
tests b0539f5af2 fixed bug for using prev alphas in IL settings, better code consistency, clean-up, more testing 11 vuotta sitten
tutorial 72d211d8f0 init 12 vuotta sitten
FMKGPHyperparameterOptimization.cpp dce3fe031a consistency changes for incremental update with differenct variance approximations 11 vuotta sitten
FMKGPHyperparameterOptimization.h d755cd9501 better doxygen docu for main classes 11 vuotta sitten
FastMinKernel.cpp 7fc06c0490 removed compiler warnings 11 vuotta sitten
FastMinKernel.h afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 vuotta sitten
FeatureMatrixT.h afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 vuotta sitten
FeatureMatrixT.tcc afb7a2c6a0 GPHIK IL - more test units, running IL on empty classifier is now possible, updated addMultipleExamples 11 vuotta sitten
GMHIKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 vuotta sitten
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 vuotta sitten
GPHIKClassifier.cpp 9a2118674b security check in train method added 11 vuotta sitten
GPHIKClassifier.h d755cd9501 better doxygen docu for main classes 11 vuotta sitten
GPLikelihoodApprox.cpp b0539f5af2 fixed bug for using prev alphas in IL settings, better code consistency, clean-up, more testing 11 vuotta sitten
GPLikelihoodApprox.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 vuotta sitten
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings 11 vuotta sitten
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 vuotta sitten
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 vuotta sitten
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 vuotta sitten
ImplicitKernelMatrix.cpp 72d211d8f0 init 12 vuotta sitten
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean 11 vuotta sitten
License 72d211d8f0 init 12 vuotta sitten
Makefile 72d211d8f0 init 12 vuotta sitten
Makefile.inc 72d211d8f0 init 12 vuotta sitten
OnlineLearnable.h d755cd9501 better doxygen docu for main classes 11 vuotta sitten
Quantization.cpp 72d211d8f0 init 12 vuotta sitten
Quantization.h 72d211d8f0 init 12 vuotta sitten
README 72d211d8f0 init 12 vuotta sitten
SortedVectorSparse.h b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented 11 vuotta sitten
VectorSorter.cpp 72d211d8f0 init 12 vuotta sitten
VectorSorter.h 72d211d8f0 init 12 vuotta sitten
doxyfile_gp_hik.txt 72d211d8f0 init 12 vuotta sitten
libdepend.inc 72d211d8f0 init 12 vuotta sitten
todo bc7b16c166 added todos, current bugs, crashs scenarios 12 vuotta sitten
tools.h 72d211d8f0 init 12 vuotta sitten

README

This code requires the NICE-core library (available on github) and implements the ideas presented in the following papers:

Alexander Freytag and Erik Rodner and Paul Bodesheim and Joachim Denzler
"Rapid Uncertainty Computation with Gaussian Processes and Histogram Intersection Kernels"
Asian Conference on Computer Vision (ACCV). 2012.

Erik Rodner and Alexander Freytag and Paul Bodesheim and Joachim Denzler
"Large-Scale Gaussian Process Classification with Flexible Adaptive Histogram Kernels"
European Conference on Computer Vision (ECCV). 2012. pages 85--98

If you use this software in your research, you have to cite at least one of the two papers.

Problems, questions, and general feedback should be addressed to:

Alexander.Freytag uni-jena.de
Erik.Rodner uni-jena.de

Copyright (LGPL) Alexander Freytag and Erik Rodner