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Online Mirror descent and dual averaging keeping pace in the dynamic case
OnlineMirrordescentanddualaveraging:keepingpaceinthedynamiccaseHuangFang1NicholasJ.A.Harvey1VictorS.Portella1MichaelP.Friedlander1Abstractthebeneﬁtofhindsight.LettingTdenotethenumberofdecisions,th...
Online and Descent Mirror Dual
2023-11-14 21:45:391208314.89 KB15
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Efficiently Solving MDPs with Stochastic Mirror Descent
EfﬁcientlySolvingMDPswithStochasticMirrorDescentYujiaJin1AaronSidford1AbstractanMDPgivenonlyrestrictedaccesstothemodel.Inpar-ticular,weconsidertheproblemofcomputingan-optimalInthispaperwepresentau...
with Descent Stochastic Mirror Efficiently
2023-11-14 21:44:011522390.68 KB29
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Dual Mirror Descent for Online Allocation Problems
DualMirrorDescentforOnlineAllocationProblemsSantiagoBalseiro12HaihaoLu2VahabMirrokni2Abstracttherequest(Talluri&vanRyzin,2004).Insearchadvertis-ing,eachtimeausermakesasearch,thesearchenginehasWecon...
for Online Descent Mirror Allocation
2023-11-14 21:43:561530828.21 KB27
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Continuous and Discrete-time Accelerated Stochastic Mirror Descent for Strongly Convex Functions
ContinuousandDiscrete-timeAcceleratedStochasticMirrorDescentforStronglyConvexFunctionsPanXu1TianhaoWang2QuanquanGu1Abstractloss,squarelossandstronglyconvexregularizerssuchas`2normandKullback-Leible...
and Descent Stochastic Accelerated Mirror
2023-11-13 11:59:191104870.47 KB10
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Connected Subgraph Detection with Mirror Descent on SDPs
ConnectedSubgraphDetectionwithMirrorDescentonSDPsCemAksoylar1LorenzoOrecchia1VenkateshSaligrama1AbstractThedetectionorestimationofarbitraryconnectedsub-graphsovergraph-structuredsignalsisanexampleo...
with Descent on Connected Subgraph
2023-11-12 20:44:02681614.23 KB29
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Online Mirror descent and dual averaging keeping pace in the dynamic case

Efficiently Solving MDPs with Stochastic Mirror Descent

Dual Mirror Descent for Online Allocation Problems

Continuous and Discrete-time Accelerated Stochastic Mirror Descent for Strongly Convex Functions

Connected Subgraph Detection with Mirror Descent on SDPs