Near-OptimalConfidenceSequencesforBoundedRandomVariablesArunKumarKuchibhotla1QinqingZheng2Abstractsequentialhypothesistestingproblemssuchastestingpos-itivenessofthemean(Zhaoetal.,2016),testingequal...
LearningwithBoundedInstance-andLabel-dependentLabelNoiseJiachengCheng12TongliangLiu1KotagiriRamamohanarao3DachengTao1Abstractlabelsmadebyhumanexpertsarelikelytobenoisyduetoconfusedpatternsandpercep...
CoresetsforClusteringinGraphsofBoundedTreewidthDanielBaker1VladimirBraverman1LingxiaoHuang2ShaofengH.-C.Jiang3RobertKrauthgamer3XuanWu1Abstractthesecontexts,thefocusisonedge-weightedgraphsG=(V,E)wi...
SGDandHogwild!ConvergenceWithouttheBoundedGradientsAssumptionLamM.Nguyen12PhuongHaNguyen3MartenvanDijk3PeterRichta´rik4KatyaScheinberg1MartinTaka´cˇ1Abstract1.IntroductionStochasticgradientdesce...