Charu C. Aggarwal
n n
Linear Algebra and
n n n
Optimizationfor Mn n
achine Learning
n
A Textbook
n
,Linear Algebra and Optimization for Machine Learning
n n n n n n
,Charu C. Aggarwal
n n
Linear Algebra and Optimizationfor
n n n n n
Machine Learning n
A Textbook
n
, CharunC.nAggarwal
DistinguishednResearchnStaffnMembe
rnIBMnT.J.nWatsonnResearchnCentern
YorktownnHeights,nNY,nUSA
ISBNn978-3-030-40343-0 ISBNn978-3-030-40344-7n (eBook)
https://doi.org/10.1007/978-3-030-40344-7
©n SpringernNaturenSwitzerlandnAGn2020
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nnonnmicrofilmsnorninnanynothernphysicalnway,nandntransmissionnorninformationnstoragenandnretrieval,nelectronicnadapta
tion,ncom-nputernsoftware,nornbynsimilarnorndissimilarnmethodologynnownknownnornhereafterndeveloped.
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mply,nevenninnthenabsencenofnanspecificnstatement,nthatnsuchnnamesnarenexemptnfromnthenrelevantnprotectivenlawsnandnreg
ulationsnandnthereforenfreenforngeneralnuse.
Thenpublisher,nthenauthors,nandntheneditorsnarensafentonassumenthatnthenadvicenandninformationninnthisnbooknarenbelieve
dntonbentruenandnaccuratenatnthendatenofnpublication.nNeithernthenpublishernnornthenauthorsnorntheneditorsngivenanwarranty
,nexpressednornimplied,nwithnrespectntonthenmaterialncontainednhereinnornfornanynerrorsnornomissionsnthatnmaynhavenbeenn
made.nThenpublishernremainsnneutralnwithnregardntonjurisdictionalnclaimsninnpublishednmapsnandninstitutionalnaffiliations
.
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.nThenregisteredncompanynaddressnis:nGewerbestrassen11,n6330nCham,nSwitzerland