Nearly Optimal Learning and Sparse Covers for Sums of Independent Integer Random Variables.
Ilias DiakonikolasDaniel M. KaneAlistair StewartPublished in: CoRR (2015)
Keyphrases
- random variables
- identically distributed
- probability distribution
- graphical models
- normal distribution
- decision variables
- distribution function
- independent and identically distributed
- distribution free
- conditionally independent
- stochastic optimization problems
- bayesian networks
- reinforcement learning
- lower bound
- conditional probabilities
- stochastic processes