Models and algorithms for distributionally robust least squares problems

INIS

• probability 100%
• programming 80%
• optimization 40%
• algorithms 40%
• least square fit 40%
• data 20%
• constraints 20%
• distance 20%
• density 20%
• stochastic processes 20%
• lagrangian 20%
• probabilistic estimation 20%
• approximations 20%
• polynomials 20%
• cones 20%

Mathematics

• Probability Measure 60%
• Bounds 60%
• Measures 60%
• Least Square 40%
• Finite Support 40%
• Optimization 20%
• Programming Problem 20%
• Sample Average 20%
• Lagrangian 20%
• Density Function 20%
• Kantorovich 20%
• Confidence Region 20%
• Algorithm 20%
• Constraints 20%
• Approximation 20%
• Order 20%

Computer Science

• Probability Measure 60%
• Finite Support 40%
• Semidefinite Programming 40%
• References 40%
• Probability 40%
• Optimization Problem 20%
• Optimization 20%
• Polynomial Time Algorithm 20%
• Density Function 20%
• Simulation Mode 20%
• Stochastic Programming 20%