SymmetricSpacesforGraphEmbeddings:AFinsler-RiemannianApproachFedericoLo´pez1BeatricePozzetti2SteveTrettel3MichaelStrube1AnnaWienhard2AbstractFigure1.Symmetricspaceshavearichstructureoftotallygeode...
EfficientIterativeAmortizedInferenceforLearningSymmetricandDisentangledMulti-ObjectRepresentationsPatrickEmami1PanHe1SanjayRanka1AnandRangarajan1Abstractforamulti-objectscene.Mosthumanscanobserveas...
AFunctionalPerspectiveonLearningSymmetricFunctionswithNeuralNetworksAaronZweig1JoanBruna12AbstractSuchSymmetricfunctionsappearnaturallyacrossseveraldomains,includingparticlephysics,computergraphics...
StreamingCoresetsforSymmetricTensorFactorizationRachitChhaya1JayeshChoudhari1AnirbanDasgupta1SupratimShit1Abstractmatrixforthe2normif,∀x∈Rd,Factorizingtensorshasrecentlybecomeanimpor-(a˜Tjx)2−(...
Open-endedLearninginSymmetricZero-sumGamesDavidBalduzzi1MartaGarnelo1YoramBachrach1WojciechM.Czarnecki1JulienPerolat1MaxJaderberg1ThoreGraepel1Abstractofwhattesttotake,orwhatobjectivetooptimize,isn...
OnSymmetricLossesforLearningfromCorruptedLabelsNontawatCharoenphakdee12JongyeongLee12MasashiSugiyama21AbstractFigure1.Examplesoflossesusedinthispaper.Thezero-oneloss,sigmoidloss,andunhingedlossares...
MixedbatchesandSymmetricdiscriminatorsforGANtrainingThomasLucas1CorentinTallec2JakobVerbeek1YannOllivier3Abstractvincingsourceofsamplesofnaturalimages(Karrasetal.,Generativeadversarialnetworks(GANs...
AUnifiedMaximumLikelihoodApproachforEstimatingSymmetricPropertiesofDiscreteDistributionsJayadevAcharya1HirakenduDas2AlonOrlitsky3AnandaTheerthaSuresh4Abstractapplications.Symmetricdistributionprope...
OnMixedMembershipsandSymmetricNonnegativeMatrixFactorizationsXueyuMao1PurnamritaSarkar2DeepayanChakrabarti3Abstractinstance,individualsinasocialnetworkmayhavemul-tipleinterests,andhencearebestdescr...