A constructive proof of a concentration bound for real-valued random variables.
Wolfgang MulzerNatalia ShenkmanPublished in: Inf. Process. Lett. (2020)
Keyphrases
- real valued
- random variables
- latent variables
- graphical models
- probability distribution
- complex valued
- uniform convergence
- conditional independence
- upper bound
- normal distribution
- lower bound
- joint distribution
- integer valued
- bayesian networks
- distribution function
- stochastic optimization problems
- conditional probabilities
- latent variable models
- distributed representations
- distribution free
- random vectors
- real valued data
- conditionally independent
- joint probability distribution
- independent and identically distributed
- stochastic processes
- probabilistic model
- identically distributed
- action space
- wavelet transform