ProjectiontechniquestoupdatethetruncatedSVDofevolvingmatriceswithapplicationsVassilisKalantzis1GeorgiosKollias1ShashankaUbaru1AthanasiosN.Nikolakopoulos2LiorHoresh1KennethL.Clarkson3AbstractwhereEd...
Communication-EfficientDistributedSVDviaLocalPowerIterationsXiangLi1ShusenWang2KunChen1ZhihuaZhang1AbstractWheneithernordisbig,thedatamatrixA∈Rn×dmaynotfitinthememory,makingstandardsingle-machine...
ErrorEstimationforSketchedSVDviatheBootstrapMilesE.Lopes1N.BenjaminErichson2MichaelW.Mahoney2Abstracttoleratesomeapproximationerror.Forthisreason,theperformanceofasketchedSVDhingesonanappropriateIn...