mukundn's learningtheory [13 articles] Export

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	New Approaches to Statistical Learning Theory [My Copy] Annals of the Institute of Statistical Mathematics, Vol. 55, No. 2. (2003), pp. 371-389. by O. Bousquet posted to learningtheory by mukundn on 2005-12-01 07:24:15 as along with 1 person olivierbousquet
	A Game of Prediction with Expert Advice, [My Copy] Journal of Computer and System Sciences, Vol. 56, No. 2. (April 1998), pp. 153-173. by V. Vovk posted to learningtheory onlinelearning by mukundn on 2005-12-01 07:22:43 as along with 2 people rsaarelm olivierbousquet
	A sharp concentration inequality with application [My Copy] Random Struct. Algorithms, Vol. 16, No. 3. (May 2000), pp. 277-292. by St&\#233;phane Boucheron, G&\#225;bor Lugosi, Pascal Massart posted to learningtheory probabilityconcentration by mukundn on 2005-12-01 01:12:25 as along with 1 person olivierbousquet
	Rademacher processes and bounding the risk of function learning [My Copy] (17 May 2004) by Vladimir Koltchinskii, Dmitry Panchenko posted to errorbounds learningtheory by mukundn on 2005-12-01 01:11:30 as along with 1 person olivierbousquet
	A few notes on statistical learning theory [My Copy] (2003), pp. 1-40. by Shahar Mendelson posted to learningtheory regularization by mukundn on 2005-12-01 01:10:43 as along with 4 people yaroslavvb rsaarelm olivierbousquet davidr
	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
	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
	Statistical learning theory [My Copy] (1998) by Vladimir N. Vapnik posted to learningtheory by mukundn on 2005-11-30 18:15:51 as
	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
	On the mathematical foundations of learning [My Copy] Bull. Amer. Math. Soc. (N.S.), Vol. 39, No. 1. (2002) by Felipe Cucker, Steve Smale posted to learningtheory math by mukundn on 2005-11-30 18:11:54 as
	Information theory and learning: a physical approach [My Copy] (8 September 2000) by Ilya Nemenman posted to informationtheory learningtheory by mukundn on 2005-11-30 08:22:41 as along with 5 people and 1 group yaroslavvb geomblog gangli imouthesmp JimG tulip

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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
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pac	1
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probability	1
randomprojections	1
randomwalks	1
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salsa	1
samplingtheory	1
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socialnetworks	1
statisticalphysics	1
statistics	1
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translation	1
unsupervisedlearning	1
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mukundn's learningtheory [13 articles] Export

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