RegularizingtowardsCausalInvariance:LinearModelswithProxiesMichaelOberst1NikolajThams2JonasPeters2DavidSontag1AbstractβxAβyWeproposeamethodforlearninglinearmod-XαYelswhosepredictiveperformanceis...
AKernelPerspectiveforRegularizingDeepNeuralNetworksAlbertoBietti1GrégoireMialon12DexiongChen1JulienMairal1Abstractsuchkernels,theRKHScontainsindeeddeepconvolutionalnetworkssimilartogenericones—up...
Cut-PursuitAlgorithmforRegularizingNonsmoothFunctionalswithGraphTotalVariationHugoRaguet1LoïcLandrieu2AbstractustofindstationarypointsofF,thatistosaypointsatwhichalldirectionalderivativesofFarenon...