On Bayes Risk Lower Bounds.
Xi ChenAdityanand GuntuboyinaYuchen ZhangPublished in: J. Mach. Learn. Res. (2016)
Keyphrases
- bayes risk
- lower bound
- upper and lower bounds
- upper bound
- lower and upper bounds
- loss function
- optimal solution
- posterior probability
- objective function
- sample complexity
- reproducing kernel hilbert space
- squared error
- approximation error
- distortion measure
- supervised learning
- vector quantizer
- special case
- computational complexity