Sub-linearMemorySketchesforNearNeighborSearchonStreamingDataBenjaminColeman1RichardGBaraniuk12AnshumaliShrivastava12Abstracthavehighsimilaritytoanydynamicallygeneratedqueryq.Wepresentthefirstsublin...
ComposableSketchesforFunctionsofFrequencies:BeyondtheWorstCaseEdithCohen12OfirGeri34RasmusPagh156Abstractdatawithsmallcomputationalresources(time,communi-cation,andspace).SuchSketchessupportprocess...
RecursiveSketchesforModularDeeplikeouralgorithmstobesmall,efficient,androbust.ThisLearningworkaimstofurtherexploreonesuchsub-question:canwedesignasystemontopofneuralnetsthatefficientlystoresBadihGh...
LearningtoInferProgramSketchesMaxwellNye12LukeHewitt123JoshuaTenenbaum124ArmandoSolar-Lezama2Abstractwaytocombinetheselanguageconstructstoconstructanexpressionwiththedesiredbehavior.Ourgoalistobuil...
ModularMultitaskReinforcementLearningwithPolicySketchesJacobAndreas1DanKlein1SergeyLevine1Abstractτ1:makeplanksΠ1τ2:makesticksΠ2b1:getwoodK1π1Wedescribeaframeworkformultitaskdeepre-b2:useworkb...