TeachingwithLimitedInformationontheLearner’sBehaviourFerdinandoCicalese1SergioFilho2EduardoLaber2MarcoMolinaro2Abstractbeenontheinteractivesetting(Liuetal.,2017;Chenetal.,2018;Liuetal.,2018;Dasgup...
PolicyTeachingviaEnvironmentPoisoning:Training-timeAdversarialAttacksagainstReinforcementLearningAminRakhsha1GoranRadanovic1RatiDevidze1XiaojinZhu2AdishSingla1Abstractcisions,poisoningattacksmanipu...
GenerativeTeachingNetworks:AcceleratingNeuralArchitectureSearchbyLearningtoGenerateSyntheticTrainingDataFelipePetroskiSuch1AdityaRawal1JoelLehman1KennethO.Stanley1JeffClune12Abstract1.Introductiona...
ASequentialSelfTeachingApproachforImprovingGeneralizationinSoundEventRecognitionAnuragKumar1VamsiKrishnaIthapu1Abstractsoundeventstoproduceexemplars.Theseexemplarsthendrivethetrainingmodulesinsuper...
Teachingablack-boxlearnerSanjoyDasgupta1DanielHsu2StefanosPoulis13XiaojinZhu4Abstractadifferentarchitectureorrepresentation.Tomodelsuchscenarios,severalnotionsofTeachinghavebeendeveloped.Onewidely-...
TowardsBlack-boxIterativeMachineTeachingWeiyangLiu1BoDai1XingguoLi2ZhenLiu1JamesM.Rehg1LeSong13AbstractCommonKnowledgeRepresentationSpaceInthispaper,wemakeanimportantstepto-wardstheblack-boxmachine...
IterativeMachineTeachingWeiyangLiu1BoDai1AhmadHumayun1CharleneTay2ChenYu2LindaB.Smith2JamesM.Rehg1LeSong1AbstractPassiveDatasetProvidetrainingsetLearningSamplequeryInthispaper,weconsidertheproblemo...