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Extending Conformal Prediction to Hidden Markov Models with Exact Validity via de Finetti's Theorem for Markov Chains.
Buddhika Nettasinghe
Samrat Chatterjee
Ramakrishna Tipireddy
Mahantesh Halappanavar
Published in:
CoRR (2022)
Keyphrases
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hidden markov models
markov chain
conformal prediction
markov model
steady state
transition probabilities
finite state
confidence levels
markov models
state space
ridge regression
conditional random fields
non stationary
gibbs sampling
data mining
random forests
k nearest neighbour