Bounds on Variance for Symmetric Unimodal Distributions.
Hye Won ChungBrian M. SadlerAlfred O. Hero IIIPublished in: CoRR (2015)
Keyphrases
- variance reduction
- normal distribution
- kl divergence
- upper bound
- probability distribution
- lower bound
- large deviations
- distribution free
- log normal
- von mises
- kullback leibler divergence
- gaussian distribution
- average case
- upper and lower bounds
- statistical distributions
- random variables
- multi class
- rendezvous search
- tight bounds
- distribution function
- confidence bounds
- generalization bounds
- exponential family
- neural network
- prediction error
- error bounds
- monte carlo
- maximum likelihood
- machine learning