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  • Search: subject:"weakly smooth functions"
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black-box methods 1 complexity bounds 1 convex optimization 1 optimal methods 1 weakly smooth functions 1
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Free 1
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Book / Working Paper 1
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Undetermined 1
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NESTEROV, Yurii 1
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Center for Operations Research and Econometrics (CORE), École des Sciences Économiques de Louvain 1
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CORE Discussion Papers 1
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Universal gradient methods for convex optimization problems
NESTEROV, Yurii - Center for Operations Research and Econometrics (CORE), … - 2013
In this paper, we present new methods for black-box convex minimization. They do not need to know in advance the actual level of smoothness of the objective function. The only essential input parameter is the required accuracy of the solution. At the same time, for each particular problem class...
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