Convergence of Smoothed Empirical Measures with Applications to Entropy Estimation.
Ziv GoldfeldKristjan H. GreenewaldYury PolyanskiyJonathan WeedPublished in: CoRR (2019)
Keyphrases
- shannon entropy
- information theoretic
- estimation algorithm
- convergence rate
- theoretical analysis
- initial guess
- information theory
- computer vision
- evaluation measures
- fuzzy entropy
- iterative algorithms
- gini index
- real time
- conditional entropy
- finite sample
- faster convergence
- estimation accuracy
- evaluation metrics
- sample size
- parameter estimation
- maximum likelihood