YouOnlySample(Almost)Once:LinearCostSelf-AttentionViaBernoulliSamplingZhanpengZeng1YunyangXiong1SathyaN.Ravi2ShaileshAcharya3GlennFung3VikasSingh1Abstractlanguageinference(Devlinetal.,2019)andparap...
DifferentiallyPrivateAggregationintheShuffleModel:AlmostCentralAccuracyinAlmostaSingleMessageBadihGhazi1RaviKumar1PasinManurangsi1RasmusPagh21AmerSinha3Abstractwithextensionsincluding(private)distr...
AlmostOptimalAnytimeAlgorithmforBatchedMulti-ArmedBanditsTianyuanJin1JingTang2PanXu3KekeHuang1XiaokuiXiao1QuanquanGu3Abstractittoguidethenextaction.However,thisisimpracticalformanyrealapplicationsw...
AlmostTune-FreeVarianceReductionBingcongLi1LingdaWang2GeorgiosB.Giannakis1AbstractThestandardapproachtosolve(1)isgradientdescent(GD)(Nesterov,2004),whichupdatesthedecisionvariableviaThevarianceredu...
AlmostUnsupervisedTexttoSpeechandAutomaticSpeechRecognitionYiRen1XuTan2TaoQin2ShengZhao3ZhouZhao1Tie-YanLiu2Abstract1.IntroductionTexttospeech(TTS)andautomaticspeechrecog-Texttospeech(TTS)andautoma...
AlmostsurelyconstrainedconvexoptimizationOlivierFercoq1AhmetAlacaoglu2IonNecoara3VolkanCevher2AbstractWeseektosatisfythestochasticlinearinclusionconstraintsin(1)Almostsurely.Notethatthisgoalisdiffe...