Hoeffding's Inequality for General Markov Chains and Its Applications to Statistical Learning.
Jianqing FanBai JiangQiang SunPublished in: J. Mach. Learn. Res. (2021)
Keyphrases
- statistical learning
- markov chain
- steady state
- transition probabilities
- information theory
- markov processes
- supervised learning
- markov model
- finite state
- model selection
- probabilistic automata
- markov process
- stochastic process
- stationary distribution
- machine learning
- state space
- information retrieval
- random walk
- multi view face detection
- text classification
- least squares
- reinforcement learning
- learning algorithm
- transition matrix
- data mining