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标签“Convex”的相关文档，共41条

Riemannian Convex Potential Maps
RiemannianConvexPotentialMapsSamuelCohen1BrandonAmos2YaronLipman23AbstractFigure1.Illustrationofadiscretec-concavefunction(blue)overabasemanifoldM(boldline).Theseconsistofdiscretecompo-Modelingdist...
Convex Maps Potential Riemannian
2023-11-16 19:41:3412831.6 MB25
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Private Stochastic Convex Optimization Optimal Rates in L1 Geometry
PrivateStochasticConvexOptimization:OptimalRatesin1GeometryHilalAsi1VitalyFeldman2TomerKoren3KunalTalwar2AbstractInthisproblem(DP-SCO),givenni.i.d.samplesz1,...,znfromadistributionP,wewishtorelease...
Optimization Stochastic in Optimal Convex
2023-11-16 19:28:31776358.69 KB10
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Private Adaptive Gradient Methods for Convex Optimization
PrivateAdaptiveGradientMethodsforConvexOptimizationHilalAsi12JohnDuchi23AlirezaFallah41OmidJavidbakht5KunalTalwar5Abstractopingprivatevariantsofstochasticgradientdescent(SGD),wherealgorithmsguarant...
Adaptive for Optimization Gradient Methods
2023-11-16 19:28:318272.19 MB24
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Optimal regret algorithm for Pseudo-1d Bandit Convex Optimization
OptimalregretalgorithmforPseudo-1dBanditConvexOptimizationAadirupaSaha1NagarajanNatarajan2PraneethNetrapalli23PrateekJain23Abstracttheproblemhasa"pseudo-1d"structureinthelossfunc-tionsft(w)=t(gt(w;...
for Algorithm Optimal Convex Regret
2023-11-16 19:28:261023586.29 KB10
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Learner-Private Convex Optimization
Learner-PrivateConvexOptimizationJiamingXu1KuangXu2DanaYang1Abstract1.IntroductionConvexoptimizationwithfeedbackisaframe-Convexoptimizationwithfeedbackisaparadigminwhichworkwherealearnerreliesonite...
Optimization Convex Learner-Private
2023-11-16 19:04:5715771.73 MB21
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Fast Projection Onto Convex Smooth Constraints
FastProjectionOntoConvexSmoothConstraintsIlnuraUsmanova1MaryamKamgarpour2AndreasKrause3KﬁrYehudaLevy45Abstractsmoothconstraints,i.e.,ourconstraintsetKisTheEuclideanprojectionontoaConvexsetisK={x∈...
Fast Convex Projection Constraints Smooth
2023-11-16 18:38:08856369.64 KB25
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Dueling Convex Optimization
DuelingConvexOptimizationAadirupaSaha1TomerKoren2YishayMansour2Abstractactivelyqueriedpoints(Flaxmanetal.,2005;Ghadimi&Lan,2013;Bubecketal.,2017).DuetoitsgreatpracticalWeaddresstheproblemofConvexop...
Optimization Convex Dueling
2023-11-16 18:30:511120355.49 KB15
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Convex Regularization in Monte-Carlo Tree Search
ConvexRegularizationinMonte-CarloTreeSearchTuanDam1CarloD’Eramo1JanPeters1JoniPajarinen12Abstractstructure(Coulom,2006).MCTSprovidesaprincipledap-proachfortradingoffbetweenexplorationandexploitati...
in Tree Convex Search Regularization
2023-11-16 18:11:158024.49 MB13
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ConvexVST A Convex Optimization Approach to Variance-stabilizing Transformation
ConvexVST:AConvexOptimizationApproachtoVariance-stabilizingTransformationMengfanWang1BoyuLyu1GuoqiangYu1AbstractVSTproblemhasbeenthesubjectofextensivetheoreticalandexperimentalstudiesbecauseofitsbr...
Optimization Convex to Approach Transformation
2023-11-16 18:11:1518592.83 MB17
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Boosting for Online Convex Optimization
BoostingforOnlineConvexOptimizationEladHazan12KaranSingh3Abstractetal.,2012).ItiswellestablishedthattheregretcanbeboundedbyO(TlogH),whereHisthenumberofWeconsiderthedecision-makingframeworkofexperts...
for Online Optimization Convex Boosting
2023-11-16 18:07:381093302.73 KB26
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Sparse Convex Optimization via Adaptively Regularized Hard Thresholding
SparseConvexOptimizationviaAdaptivelyRegularizedHardThresholdingKyriakosAxiotis1MaximSviridenko2Abstractlution(itsnumberofnon-zeroentries).Variantsandspecialcasesofthisproblemhavebeenstudiedformany...
Sparse Optimization via Convex Hard
2023-11-14 21:46:271167446.54 KB25
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Quadratically Regularized Subgradient Methods for Weakly Convex Optimization with Weakly Convex Constraints
QuadraticallyRegularizedSubgradientMethodsforWeaklyConvexOptimizationwithWeaklyConvexConstraintsRunchaoMa1QihangLin1TianbaoYang2AbstractHere,weassumethatX⊂RdisacompactConvexsetthatallowsforasimple...
for Methods Convex Regularized Weakly
2023-11-14 21:46:011070787.9 KB30
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Projection-free Distributed Online Convex Optimization with $O( sqrtT)$ Communication Complexity
Projection-free√DistributedOnlineConvexOptimizationwithO(T)CommunicationComplexityYuanyuWan1Wei-WeiTu2LijunZhang1AbstractIncontrast,thelinearoptimizationstepinCGonlyrequirescomputingthetopsingular...
Online Distributed Optimization with Convex
2023-11-14 21:45:57662373.82 KB3
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Piecewise Linear Regression via a Difference of Convex Functions
PiecewiseLinearRegressionviaaDifferenceofConvexFunctionsAliSiahkamari1AdityaGangrade2BrianKulis1VenkateshSaligrama1Abstractproblemisalgorithmicallychallenginginhigh-dimensions,andmanyapproachestoth...
of Regression via Convex Linear
2023-11-14 21:45:501838985.88 KB19
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Optimal transport mapping via input Convex neural networks
OptimaltransportmappingviainputConvexneuralnetworksAshokVardhanMakkuva1AmirhosseinTaghvaei2JasonD.Lee3SewoongOh4Abstract1.IntroductionInthispaper,wepresentanovelandprincipledFindingamappingthattran...
Neural via Optimal Transport Convex
2023-11-14 21:45:4317542.39 MB30
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Online Convex Optimization in the Random Order Model
OnlineConvexOptimizationintheRandomOrderModelDanGarber1GalKorcia2KﬁrY.Levy2Abstractpowerfulandpopularparadigmformodelingsequentialpre-dictionproblemsinfaceofuncertainty.ItsmainstrengthOnlineConvex...
Online Optimization the random in
2023-11-14 21:45:381467457.62 KB19
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On Differentially Private Stochastic Convex Optimization with Heavy-tailed Data
OnDifferentiallyPrivateStochasticConvexOptimizationwithHeavy-tailedDataDiWang12HanshenXiao3SriniDevadas3JinhuiXu1Abstractarethemostfundamentalproblemsinsupervisedlearningandstatistics.Theyﬁndnumer...
Optimization with on Stochastic Convex
2023-11-14 21:45:281156360.77 KB2
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Neural Networks are Convex Regularizers Exact Polynomial-time Convex Optimization Formulations for Two-Layer Networks
NeuralNetworksareConvexRegularizers:ExactPolynomial-timeConvexOptimizationFormulationsforTwo-layerNetworksMertPilanci1TolgaErgen1Abstractconnectionstokernelmethods,andshowedthatrandomlyinitializedg...
Neural Networks Convex Exact Are
2023-11-14 21:45:2210341.87 MB22
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Convex Representation Learning for Generalized Invariance in Semi-Inner-Product Space
ConvexRepresentationLearningforGeneralizedInvarianceinSemi-Inner-ProductSpaceYingyiMa1VigneshGanapathiraman1YaoliangYu2XinhuaZhang1Abstractshipsbetweenclasseswhichholdforanyinput.Commonexamplesincl...
Learning for in Convex Representation
2023-11-14 21:43:381973377.66 KB3
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Convex Calibrated Surrogates for the Multi-Label F-Measure
ConvexCalibratedSurrogatesfortheMulti-LabelF-MeasureMingyuanZhang1HarishG.Ramaswamy2ShivaniAgarwal1Abstract1.IntroductionTheF-measureisawidelyusedperformanceTheFβ-measureisawidelyusedperformanceme...
for the Convex Multi-label Calibrated
2023-11-14 21:43:38785747.91 KB21
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