Assessing Stochastic Algorithms for Large Scale Nonlinear Least Squares Problems Using Extremal Probabilities of Linear Combinations of Gamma Random Variables.
Farbod Roosta-KhorasaniGábor J. SzékelyUri M. AscherPublished in: SIAM/ASA J. Uncertain. Quantification (2015)
Keyphrases
- stereo matching
- random variables
- linear combination
- stochastic optimization problems
- probability distribution
- optimization problems
- marginal distributions
- graphical models
- basis functions
- conditional probability distributions
- small number
- bayesian networks
- control policies
- evolutionary algorithm
- objective function
- learning algorithm
- artificial neural networks
- latent variables
- joint distribution