Meteor of November 17

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Lecture 8 – Tuesday , November 17

Let Gn : C → C denote the PGD updates at the n-sample level—that is, as applied to the objective function Ln(θ) = 1 n ∑n i=1 `i(θ;Zi). Similarly, let G denote the projected gradient operator as applied at the population level (to the function L̄ = ELn(θ)). Our goal is to bound the error ‖θ − θ‖2. Last lecture, we showed that if the population loss L̄ : C → R is (γ`, γμ) {strongly convex, smooth},...

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Working Paper 07 - 17 November 2007 Oil and the

Working papers of the Federal Reserve Bank of Cleveland are preliminary materials circulated to stimulate discussion and critical comment on research in progress. They may not have been subject to the formal editorial review accorded offi cial Federal Reserve Bank of Cleveland publications. The views stated herein are those of the authors and are not necessarily those of the Federal Reserve Ban...

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ژورنال

عنوان ژورنال: Nature

سال: 1883

ISSN: 0028-0836,1476-4687

DOI: 10.1038/027338d0