Query Complexity of Derivative-Free Optimization
Kevin G. JamiesonRobert D. NowakBenjamin RechtPublished in: CoRR (2012)
Keyphrases
- derivative free
- query complexity
- unconstrained optimization
- neural learning
- gradient method
- optimization methods
- constrained optimization
- membership queries
- fan beam
- exact learning
- nonlinear optimization
- objective function
- penalty function
- concept class
- trust region
- vc dimension
- search methods
- image reconstruction
- neural network