21 citations · 26 across the 4 of their papers we have counts for
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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…