A Constructive Proof of a Concentration Bound for Real-Valued Random Variables.
Wolfgang MulzerNatalia ShenkmanPublished in: CoRR (2019)
Keyphrases
- real valued
- random variables
- latent variables
- graphical models
- probability distribution
- bayesian networks
- uniform convergence
- upper bound
- conditional independence
- stochastic optimization problems
- joint distribution
- complex valued
- integer valued
- distribution function
- normal distribution
- stochastic processes
- lower bound
- latent variable models
- conditional probabilities
- independent and identically distributed
- distributed representations
- random vectors
- real valued data
- conditionally independent
- search engine
- directed acyclic graph
- distribution free
- ranking functions
- joint probability distribution
- probabilistic model