2 papers
cs.AI2009
Online prediction of ovarian cancer
Fedor Zhdanov, Vladimir Vovk, Brian Burford +3
In this paper we apply computer learning methods to diagnosing ovarian cancer using the level of the standard biomarker CA125 in conjunction with information provided by mass-spect…
cs.LG2007
Prediction with expert advice for the Brier game
Vladimir Vovk, Fedor Zhdanov
We show that the Brier game of prediction is mixable and find the optimal learning rate and substitution function for it. The resulting prediction algorithm is applied to predict r…