mukundn's kernelmethods [12 articles] Export

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	A simple lemma on greedy approximation in Hilbert space and convergence rates for projection pursuit regression and neural network training [My Copy] Ann. Statist., Vol. 20, No. 1. (1992), pp. 608-613. by Lee K. Jones posted to hilbertspacemethods kernelmethods neuralnetworks projectionpursuit by mukundn on 2005-11-30 18:23:34 as
	Estimating the approximation error in learning theory [My Copy] Anal. Appl. (Singap.), Vol. 1, No. 1. (2003), pp. 17-41. by Steve Smale, Ding-Xuan Zhou posted to approximationtheory kernelmethods learningtheory by mukundn on 2005-11-30 18:20:58 as along with 1 person davidr
	Non-uniform weighted average sampling and reconstruction in shift-invariant and wavelet spaces [My Copy] Appl. Comput. Harmon. Anal., Vol. 13, No. 2. (2002), pp. 151-161. by Akram Aldroubi posted to interpolation kernelmethods signalprocessing wavelets by mukundn on 2005-11-30 18:18:45 as
	Theory of reproducing kernels [My Copy] Trans. Amer. Math. Soc., Vol. 68 (1950), pp. 337-404. by N. Aronszajn posted to kernelmethods math by mukundn on 2005-11-30 18:18:03 as
	Spline models for observational data [My Copy] Vol. 59 (1990) by Grace Wahba posted to kernelmethods smoothing splines by mukundn on 2005-11-30 18:16:46 as along with 3 people ben500 ishimaru rv101
	Capacity of reproducing kernel spaces in learning theory [My Copy] IEEE Trans. Inform. Theory, Vol. 49, No. 7. (2003), pp. 1743-1752. by Ding-Xuan Zhou posted to kernelmethods learningtheory by mukundn on 2005-11-30 18:16:21 as along with 1 person davidr
	The mathematics of learning: dealing with data [My Copy] Notices Amer. Math. Soc., Vol. 50, No. 5. (2003), pp. 537-544. by Tomaso Poggio, Steve Smale posted to kernelmethods learningtheory math by mukundn on 2005-11-30 18:14:49 as along with 2 people and 1 group davidr walkking Computer_Graphics
	Best choices for regularization parameters in learning theory: on the bias-variance problem [My Copy] Found. Comput. Math., Vol. 2, No. 4. (2002), pp. 413-428. by Felipe Cucker, Steve Smale posted to kernelmethods learningtheory math regularization by mukundn on 2005-11-30 18:13:39 as
	Shannon sampling and function reconstruction from point values [My Copy] Bull. Amer. Math. Soc. (N.S.), Vol. 41, No. 3. (2004) by Steve Smale, Ding-Xuan Zhou posted to interpolation kernelmethods learningtheory math samplingtheory signalprocessing by mukundn on 2005-11-30 18:13:15 as
	Data-Based Optimal Smoothing of Orthogonal Series Density Estimates [My Copy] The Annals of Statistics, Vol. 9, No. 1. (1981), pp. 146-156. by Grace Wahba posted to densityestimates kernelmethods smoothing by mukundn on 2005-11-30 17:52:33 as
	An Approach to Time Series Analysis [My Copy] The Annals of Mathematical Statistics, Vol. 32, No. 4. (1961), pp. 951-989. by Emanuel Parzen posted to hilbertspacemethods kernelmethods by mukundn on 2005-11-30 17:51:24 as along with 1 person abrentnall
	Diffusion Kernels on Statistical Manifolds [My Copy] J. Mach. Learn. Res., Vol. 6 (2005), pp. 129-163. by John Lafferty, Guy Lebanon posted to kernelmethods by mukundn on 2005-11-30 08:22:11 as along with 6 people and 1 group deysandeep mdreid yaroslavvb geomblog olivierbousquet sancho Statistical Machine Learning

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submodularity	28
combinatorialoptimization	27
informationtheory	17
semisupervisedlearning	14
learningtheory	13
kernelmethods	12
pagerank	11
latticeprogramming	10
boosting	9
math	9
polyhedralcombinatorics	9
signalprocessing	9
informationgeometry	8
optimization	7
gametheory	6
graphicalmodels	6
ranking	6
approximateinference	5
hilbertspacemethods	5
linkanalysis	5
clustering	4
combinatorics	4
economics	4
gpucomputing	4
interpolation	4
lasso	4
maxent	4
regression	4
regularization	4
timeseriesanalysis	4
wavelets	4
web	4
beliefpropagation	3
convexity	3
cotraining	3
counting	3
descriptivecomplexity	3
graphtheory	3
imageprocessing	3
informationbottleneck	3
kolmogorovcomplexity	3
linearalgebra	3
multiclassclassification	3
onlinelearning	3
powerlaw	3
bagging	2
codingtheory	2
commoninformation	2
directsearch	2
discrete	2
dynamicalsystems	2
fisherinformation	2
inforetrieval	2
ldpccodes	2
logisticregression	2
marketing	2
neuralnetworks	2
pareto	2
probabilityconcentration	2
projectionpursuit	2
shrinkage	2
smoothing	2
splines	2
variationalmethods	2
advertising	1
antimatroids	1
approximationtheory	1
browsing	1
circuits	1
combinatorialgeometry	1
computationalcomplexity	1
computervision	1
contentbasedretrieval	1
convexgeometries	1
crossvalidation	1
densityestimates	1
dynamics	1
errorbounds	1
evolution	1
experiments	1
exponentialfamilies	1
featureselection	1
feedback	1
fixedpoints	1
functionalanalysis	1
generalizationbounds	1
geometry	1
graphcut	1
greedoids	1
hits	1
informationinequalities	1
informationregularization	1
interiorpoint	1
inverseproblems	1
kolomogorovcomplexity	1
language	1
languagemodels	1
linearprogramming	1
lognormal	1
loopybeliefpropagation	1
matroids	1
namedentityclassification	1
neldermead	1
objectdetection	1
objectrecognition	1
pac	1
perceptron	1
probability	1
randomprojections	1
randomwalks	1
relevance	1
reranking	1
rkhs	1
salsa	1
samplingtheory	1
sdp	1
sift	1
socialnetworks	1
statisticalphysics	1
statistics	1
svm	1
translation	1
unsupervisedlearning	1
webgraph	1
webir	1
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mukundn's kernelmethods [12 articles] Export

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