Minimax estimation of discrete distributions.
Yanjun HanJiantao JiaoTsachy WeissmanPublished in: ISIT (2015)
Keyphrases
- efficient algorithms to compute
- probability distribution
- worst case
- probability density
- finite number
- decision trees
- continuous valued
- learning algorithm
- estimation accuracy
- estimation algorithm
- random variables
- search algorithm
- gaussian mixture model
- gaussian distribution
- estimation error
- multi class
- probabilistic model
- maximum likelihood estimation
- reinforcement learning
- discrete geometry
- multiscale
- discrete version
- real time