21 citations · 44 across the 13 of their papers we have counts for
Showing cs.ITShow all
2 papers · 1 filter
cs.IT2017★ 21 cited
Confidence Interval of Probability Estimator of Laplace Smoothing
Masato Kikuchi, Mitsuo Yoshida, Masayuki Okabe +1
Sometimes, we do not use a maximum likelihood estimator of a probability but it's a smoothed estimator in order to cope with the zero frequency problem. This is often the case when…
cs.IT2017★ 3 cited
Using Conservative Estimation for Conditional Probability instead of Ignoring Infrequent Case
Masato Kikuchi, Eiko Yamamoto, Mitsuo Yoshida +2
There are several estimators of conditional probability from observed frequencies of features. In this paper, we propose using the lower limit of confidence interval on posterior d…