Consistently Estimating Markov Chains with Noisy Aggregate Data.
Garrett BernsteinDaniel SheldonPublished in: AISTATS (2016)
Keyphrases
- markov chain
- aggregate data
- steady state
- finite state
- random walk
- markov process
- stochastic process
- transition probabilities
- data warehouse
- markov processes
- stationary distribution
- state space
- markov model
- relational model
- transition matrix
- probabilistic automata
- range queries
- data mining
- multi dimensional
- response time
- data structure
- database systems
- machine learning