PolicyAnalysisusingSyntheticControlsinContinuous-TimeAlexisBellot12MihaelavanderSchaar123Abstractoraverageinaneighbourhoodofcontrols)oftenprovidesamoreinformativecomparisonfortreatmenteffectestimat...
NewOracle-EfficientAlgorithmsforPrivateSyntheticDataReleaseGiuseppeVietri1GraceTian2MarkBun3ThomasSteinke4StevenWu1AbstractmensiondandadatasetD∈XnconsistingofthedataWepresentthreenewalgorithmsforc...
BeyondSyntheticNoise:DeepLearningonControlledNoisyLabelsLuJiang1DiHuang2MasonLiu3WeilongYang1AbstractHowever,duetothelackofsuitabledatasets,previousworkhasonlyexaminedDNNsoncontrolledSyntheticlabel...
UnderstandingSyntheticGradientsandDecoupledNeuralInterfacesWojciechMarianCzarnecki1GrzegorzSwirszcz1MaxJaderberg1SimonOsindero1OriolVinyals1KorayKavukcuoglu1AbstractLLWhentrainingneuralnetworks,the...
ˆABABBSBMA→BBSBMA→BDecoupledNeuralInterfacesusingShyAn→BtheticAGBˆrAaBdientsˆABAˆhA→BABAMaxJaderberg1WojciechMarianCzarnecki1SimonOsindero1OriolVinyals1AlexGraves1DavidSilver1KorayKavukcuog...