Algorithm XXX: QNSTOP—Quasi-Newton Algorithm for Stochastic Optimization BRANDON D. AMOS, DAVID R. EASTERLING, LAYNE T. WATSON Virginia Polytechnic Institute and State University WILLIAM I. THACKER Winthrop University

Source URL: vtechworks.lib.vt.edu

Journal of Artificial Intelligence Research546 Submitted 08/09; publishedRoxyBot-06: Stochastic Prediction and Optimization in TAC Travel

Source URL: www.jair.org

Mechanism Design for Stochastic Optimization Problems (Research Overview) SAMUEL IEONG and MUKUND SUNDARARAJAN Stanford University and ANTHONY MAN-CHO SO

Source URL: www.sigecom.org

Reza Pourmoayed PhD Dissertation Optimization Methods in a Stochastic Production Environment

Source URL: pure.au.dk

Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite-Sum Structure Alberto Bietti, Julien Mairal To cite this version: Alberto Bietti, Julien Mairal. Stochastic Optimization with Variance Red

Source URL: hal.inria.fr

The Annals of Probability 2004, Vol. 32, No. 1B, 1030–1067 © Institute of Mathematical Statistics, 2004 A STOCHASTIC REPRESENTATION THEOREM WITH APPLICATIONS TO OPTIMIZATION AND OBSTACLE PROBLEMS

Source URL: page.math.tu-berlin.de

Reza Pourmoayed PhD Dissertation Optimization Methods in a Stochastic Production Environment

Source URL: pigit.ku.dk

Stochastic Analyses for Online Combinatorial Optimization Problems Naveen Garg∗ Anupam Gupta†

Source URL: www.cs.cmu.edu

Mittagsseminar Natural Gradient in Evolution Strategies Sebastian U. Stich ETH Z¨ urich

Source URL: sstich.ch

• Numerical analysis
• Mathematical analysis
• Mathematics
• Evolutionary algorithms
• Stochastic optimization
• Ensemble learning
• Natural evolution strategy
• Mathematical optimization
• Gradient descent
• AdaBoost
• Gradient

Decision, Risk & Operations Working Papers Series A Mean-Risk Model for the Stochastic Traffic Assignment Problem E. Nikolova and N.E. Stier-Moses

Source URL: faculty.cse.tamu.edu

• Mathematics
• Game theory
• Nash equilibrium
• Statistics
• Route assignment
• Price of anarchy
• John Glen Wardrop
• Mathematical optimization
• Shortest path problem
• Standard deviation
• Economic equilibrium
• Economy