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n nXi=1yi!2isthe\sumofsquaresofy"Thevalueofrxyisal...
jajjbj=NXi=1aibi vuut NXi=1a2ivuut NXi=1b2i(1)Thec...
@a=nXi=1(logyiabexi)(1)=0@L @a=nXi...
EveryvectorinS0canbewrittenasalinearcombinationoft...
VariationofParameters,UseofaKnownSolutiontoFindAno...
arecalledtheSupportVectorsinourproblem.withminimiz...
PeterBartlett 1 Overview AdaBoost Coordinatedesc...
@0= 2Pni=11Yi (0+1xi)]@S @1= 2Pni=11Yi (0+1x...
"p n1+"+p (1")(n1)jjAuj...
dtx1(t)=+x2(t)d dtx2(t)=2x1(t)2x2(t)2.2.Yo...
span(f(X))!XsuchthatkTk=1andT(f(x))=xforeveryx2X.T...
1IntroductionThislecturemainlyfocusesondimensionre...
Proof:RecallSXX=Pni=1XiX2.Sob1=1 SXXnXi=1XiXYiY=1 ...
span(f(X))!XsuchthatkTk=1andT(f(x))=xforeveryx2X.T...
nnXi=1(xi E)2(whereE=1 exi i;exi+i]ofpossiblepo...
nthereexistsa14x00000andCkdi11eomorphismB14yRnsuch...
3ReceivedDecember092018AcceptedinrevisedformApril1...
UnderjointGaussianassumptionsweknowthatKalmansmoot...
cCopyrightbyAndrewKeiKebo2005ACKNOWLEDGMENTSIwould...
CONTENTSCONTENTSContents1Introduction12Killingtens...
UnconstrainedDierentiableConvexOptimizationmi...
page40110SOR201(2002)(ii)Bernoullir.v.{ifp1=p;p0=1...
(b)Historicalcrackingefciency,equivalentdictionar...
H(n)isgivenasfollows. H(n)=NXi=0P(n)0;ih(i)(3)Now,...
EdoLiberty:SimpleandDeterministicMatrixSketches4/3...
1 NXi(xi xi)2: (2) Wealsocomputehistogramsof...
2wTw+nXi=1Cii;(1)subjecttoyi(wT(xi)+)1 i;i=1;...
1 NXi(xi xi)2: (2) Wealsocomputehistogramsof...