Projection-FreeOnlineConvexOptimizationvia EfficientNewtonIterations

Neural Information Processing Systems 

Then,theadversary picks a convex loss functionℓt K R with the knowledge ofHt 1 and the iteratewt, and the learnersuffersloss ℓt(wt)andproceedstothenextround.

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