"Second-Order"的相关文档

Second-Order Provable Defenses against Adversarial Attacks
Second-OrderProvableDefensesagainstAdversarialAttacksSahilSingla1SoheilFeizi1Abstract1.IntroductionArobustnesscertiﬁcateagainstadversarialexam-Modernneuralnetworksachievehighaccuracyontasksplesist...
Adversarial Second-Order Provable Attacks Defenses
2023-11-14 21:46:201189452.98 KB24
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On Second-Order Group Influence Functions for Black-Box Predictions
OnSecond-OrderGroupInﬂuenceFunctionsforBlack-BoxPredictionsSamyadeepBasu1XuchenYou1SoheilFeizi1Abstracttotracebackmodelpredictionstoitstrainingdata.Morespeciﬁcally,onecanaskwhichtrainingsampleswe...
for on Group Functions Influence
2023-11-14 21:45:311860635.03 KB30
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Alternating Minimizations Converge to Second-Order Optimal Solutions
AlternatingMinimizationsConvergetoSecond-OrderOptimalSolutionsQiuweiLi1ZhihuiZhu2GongguoTang1AbstractinlandscapeanalysisshowthatmanypopularnonconvexoptimizationproblemsenjoyanicelandscapewhereallTh...
Optimal to Second-Order Alternating Minimizations
2023-11-13 14:46:221139345.04 KB16
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Gradient Primal-Dual Algorithm Converges to Second-Order Stationary Solution for Nonconvex Distributed Optimization Over Networks
GradientPrimal-DualAlgorithmConvergestoSecond-OrderStationarySolutionforNonconvexDistributedOptimizationOverNetworksMingyiHong1JasonD.Lee2MeisamRazaviyayn3AbstractthefollowingproblemInthiswork,west...
Gradient Algorithm to Primal-Dual Second-Order
2023-11-13 11:59:411370316.34 KB14
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Second-Order Kernel Online Convex Optimization with Adaptive Sketching
Second-OrderKernelOnlineConvexOptimizationwithAdaptiveSketchingDanieleCalandriello1AlessandroLazaric1MichalValko1Abstractminimizetheregret,deﬁnedasthedifferencebetweenthelossesofthepredictionsobta...
Adaptive Kernel Online Optimization with
2023-11-12 20:45:12830331.73 KB23
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Oracle Complexity of Second-Order Methods for Finite-Sum Problems
OracleComplexityofSecond-OrderMethodsforFinite-SumProblemsYossiArjevani1OhadShamir1AbstractTostudythecomplexityofthisandotheroptimizationproblems,itiscommontoconsideranoraclemodel,Finite-sumoptimiz...
of for Complexity Methods Oracle
2023-11-12 20:44:59952346.68 KB2
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