Near-Optimal Confidence Sequences for Bounded Random Variables.
Arun Kumar KuchibhotlaQinqing ZhengPublished in: CoRR (2020)
Keyphrases
- random variables
- probability distribution
- graphical models
- conditional independence
- hidden markov models
- bayesian networks
- distribution function
- conditional probabilities
- latent variables
- directed acyclic graph
- normal distribution
- independent and identically distributed
- joint distribution
- failure rate
- probability density
- conditionally independent
- random vectors
- stochastic optimization problems
- marginal distributions
- additive noise
- probabilistic graphical models
- probabilistic inference
- conditional distribution
- joint probability distribution
- belief propagation
- identically distributed
- maximum likelihood
- multiresolution