Data Properties Estimation as Statistical Inverse Problem - Sc.D. Anatoli Michalski

Yandex School of Data Analysis Conference Machine Learning: Prospects and Applications Many problems of data analysis are inverse by nature. In physics, astronomy and many other branches of science, one observes the resulting process and is interested in the process which is the cause of the observations. Demography and epidemiology provide examples of inverse problems when one estimates death rate by the longevity statistics or the infection rate by the number of s