Bounds on f-Divergences between Distributions within Generalized Quasi-ε-Neighborhood.
Xinchun YuShuangqing WeiShao-Lun HuangXiao-Ping ZhangPublished in: CoRR (2024)
Keyphrases
- kullback leibler
- exponential family
- kl divergence
- probability distribution
- lower bound
- upper bound
- large deviations
- class conditional
- random variables
- lower and upper bounds
- upper and lower bounds
- kullback leibler divergence
- power law
- joint distribution
- worst case
- decision trees
- cross entropy
- average case
- vc dimension
- neighborhood structure
- dirichlet distribution
- lipschitz continuity