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» The Optimal PAC Algorithm

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AMC
2005

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Optimal centers in branch-and-prune algorithms for univariate global optimization

15 years 1 months ago

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We present an interval branch-and-prune algorithm for computing verified enclosures for the global minimum and all global minimizers of univariate functions subject to bound const...

D. G. Sotiropoulos, T. N. Grapsa

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153

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COLT
2010
Springer

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Optimal Algorithms for Online Convex Optimization with Multi-Point Bandit Feedback

14 years 12 months ago

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Bandit convex optimization is a special case of online convex optimization with partial information. In this setting, a player attempts to minimize a sequence of adversarially gen...

Alekh Agarwal, Ofer Dekel, Lin Xiao

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ECML
2004
Springer

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Explicit Local Models: Towards "Optimal" Optimization Algorithms

15 years 7 months ago