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» Optimization by Stochastic Continuation
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MOR
2010
78views more  MOR 2010»
15 years 1 months ago
Models for Minimax Stochastic Linear Optimization Problems with Risk Aversion
Dimitris Bertsimas, Xuan Vinh Doan, Karthik Natara...
215
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COLT
2010
Springer
15 years 1 months ago
Adaptive Subgradient Methods for Online Learning and Stochastic Optimization
We present a new family of subgradient methods that dynamically incorporate knowledge of the geometry of the data observed in earlier iterations to perform more informative gradie...
John Duchi, Elad Hazan, Yoram Singer
ANOR
2011
104views more  ANOR 2011»
14 years 10 months ago
Using linear programming to analyze and optimize stochastic flow lines
Stefan Helber, Katja Schimmelpfeng, Raik Stolletz,...