Concentration inequalities for functionals of Poisson cylinder processes
نویسندگان
چکیده
منابع مشابه
Concentration Inequalities for Density Functionals
Estimating various kinds of entropy, mutual information, divergence, and other kinds of integral functionals of probability densities in a statistically consistent manner is of great importance in many machine learning tasks. Although this is a fundamental problem in nonparametric statistics, to the best of our knowledge there have been no finite sample exponential concentration bounds derived ...
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1Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Ontario M5S 3G8, Canada. E-mail: [email protected] 2Department of Biostatistics and Epidemiology, Cleveland Clinic Foundation, Cleveland, OH 44195, USA. E-mail: [email protected] 3Department of Mathematics and Statistics, University of Ottawa, Ottawa KIN 6N5, Canada. E-mail: zarepour@mathstat. uotta...
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ژورنال
عنوان ژورنال: Electronic Journal of Probability
سال: 2020
ISSN: 1083-6489
DOI: 10.1214/20-ejp529