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- achievinglinearspeedupandnearoptimalcomplexityfordecentralizedoptimizationoverrowstochasticnetworks
- aclassificationviewonmetalearningbandits
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- acomprehensiveframeworkforanalyzingtheconvergenceofadambridgingthegapwithsgd
- acomputationallyefficientalgorithmforinfinitehorizonaveragerewardlinearmdps
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- actionminimizationmeetsgenerativemodelingefficienttransitionpathsamplingwiththeonsagermachlupfunctional
- actionpiececontextuallytokenizingactionsequencesforgenerativerecommendation
- activationbyintervalwisedropoutasimplewaytopreventneuralnetworksfromplasticityloss
- activationspaceinterventionscanbetransferredbetweenlargelanguagemodels
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- activefinetuningofmultitaskpolicies
- activelearningforefficientdiscoveryofoptimalcombinatorialperturbations
- activelearningofdeepneuralnetworksviagradientfreecuttingplanes
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- actorcriticscanachieveoptimalsampleefficiency
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- adapternaturallyservesasdecouplerforcrossdomainfewshotsemanticsegmentation