TheCost-freeNatureofoptimallyTuningTikhonovRegularizersandOtherOrderedSmoothersPierreC.Bellec1DanaYang2AbstractisdefinedasthesolutionofthequadraticprogramWeconsidertheproblemofselectingthebestes-w...
optimallySolvingTwo-AgentDecentralizedPOMDPsUnderOne-SidedInformationSharingYuxuanXie1JillesS.Dibangoye1OlivierBuffet2Abstractalongwiththeirdoubleexponentialgrowthwithagentsandtimeexplaintheworst-c...
FastDirectSearchinanoptimallyCompressedContinuousTargetSpaceforEfficientMulti-LabelActiveLearningWeishiShi1QiYu1Abstractretrievalandorganization.UsersfromQ&Awebsites,suchasstackoverflowandQuora,are...
BeatingStochasticandAdversarialSemi-banditsoptimallyandSimultaneouslyJulianZimmert1HaipengLuo2Chen-YuWei2Abstracttrary,theminimaxoptimalregretisoforderO(√T)(Aueretal.,2002).Wedevelopthefirstgenera...
Optimization,FastandSlow:optimallySwitchingbetweenLocalandBayesianOptimizationMarkMcLeod1MichaelA.Osborne12StephenJ.Roberts12AbstractposteriorsproducedbytheGParemultivariateGaussian,soprovidebothth...