Bayesian Coresets: Revisiting the Nonconvex Optimization Perspective.
Jacky ZhangRajiv KhannaAnastasios KyrillidisSanmi KoyejoPublished in: AISTATS (2021)
Keyphrases
- global optimization
- optimization problems
- viewpoint
- optimization algorithm
- nonlinear programming
- optimization process
- objective function
- efficient optimization
- optimization methods
- bayesian inference
- data sets
- database systems
- monte carlo sampling
- particle swarm optimization
- image restoration and reconstruction
- bayesian learning
- constrained optimization
- cost function
- support vector
- image segmentation