Reliable Estimation of Kullback-Leibler Divergence by Controlling Discriminator Complexity in the Reproducing Kernel Hilbert Space.
Sandesh GhimirePrashnna K. GyawaliLinwei WangPublished in: CoRR (2020)
Keyphrases
- kullback leibler divergence
- reproducing kernel hilbert space
- reproducing kernel
- distance measure
- density estimation
- probability density function
- mutual information
- information theoretic
- loss function
- kernel methods
- information theory
- kernel function
- learning theory
- parameter estimation
- euclidean space
- marginal distributions
- computational complexity
- gaussian process
- diffusion tensor
- support vector
- unsupervised learning