"Spurious"的相关文档

Examining and Combating Spurious Features under Distribution Shift
ExaminingandCombatingSpuriousFeaturesunderDistributionShiftChuntingZhou1XuezheMa2PaulMichel1GrahamNeubig1Abstract(a)ERM(b)GroupDRO[clean](average=93.3%robust=83.4%)(average=96.5%robust=95.8%)Acentr...
and under Distribution Features Spurious
2023-11-16 18:38:0417021.09 MB11
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Robustness to Spurious Correlations via Human Annotations
RobustnesstoSpuriousCorrelationsviaHumanAnnotationsMeghaSrivastava1TatsunoriHashimoto1PercyLiang1Abstractcasestudiessuchasface-recognitionsystemsperformingpoorlyonpopulationswithdarkskincolor(Buola...
via to Human Spurious Robustness
2023-11-14 21:46:156386.35 MB24
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Overparameterization hurts worst-group accuracy with Spurious correlations
AnInvestigationofWhyOverparameterizationExacerbatesSpuriousCorrelationsShioriSagawa1AditiRaghunathan1PangWeiKoh1PercyLiang1AbstractUnderparameterizedOverparameterizedWestudywhyoverparameterization...
with Spurious Accuracy Overparameterization hurts
2023-11-14 21:45:485773.76 MB19
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Passed & Spurious Descent Algorithms and Local Minima in Spiked Matrix-Tensor Models
Passed&Spurious:DescentAlgorithmsandLocalMinimainSpikedMatrix-TensorModelsStefanoSaraoMannelli1FlorentKrzakala2PierfrancescoUrbani1LenkaZdeborova´1AbstractRecentyearsbroughtapopularlineofresearchi...
and Algorithms Descent Local Spurious
2023-11-13 14:48:131873455.25 KB12
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Spurious Local Minima are Common in Two-Layer ReLU Neural Networks
SpuriousLocalMinimaareCommoninTwo-LayerReLUNeuralNetworksItaySafran1OhadShamir1Abstractlearning,andtensordecomposition,donothaveSpuriouslocalminimaundersuitableassumptions,inwhichcaselo-Weconsidert...
Local in Are Spurious Minima
2023-11-13 12:00:42585385.45 KB20
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No Spurious Local Minima in Nonconvex Low Rank Problems A Unified Geometric Analysis
NoSpuriousLocalMinimainNonconvexLowRankProblems:AUniﬁedGeometricAnalysisRongGe1ChiJin2YiZheng1Abstract2016;Parketal.,2016)andmatrixcompletion(Geetal.,2016)havewell-behavedoptimizationlandscape:all...
Local in low No Spurious
2023-11-12 20:44:541001361.93 KB22
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