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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 M. Halappanavar
Published in:
ICML (2023)
Keyphrases
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hidden markov models
markov chain
conformal prediction
steady state
markov model
transition probabilities
finite state
markov models
confidence levels
ridge regression
conditional random fields
state space
neural network
k nearest neighbour
support vector