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PAC Mode Estimation using PPR Martingale Confidence Sequences.
Shubham Anand Jain
Rohan Shah
Sanit Gupta
Denil Mehta
Inderjeet J. Nair
Jian Vora
Sushil Khyalia
Sourav Das
Vinay J. Ribeiro
Shivaram Kalyanakrishnan
Published in:
AISTATS (2022)
Keyphrases
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change detection
data sets
hidden markov models
upper bound
estimation accuracy
high confidence
neural network
estimation algorithm
sample complexity
accurate estimation
learning algorithm
special case
image registration
least squares
maximum likelihood
temporal patterns