公开(公告)号：EP3798911A1

公开(公告)日：2021-03-31

申请号：EP19199297.3

申请日：2019-09-24

申请人： Robert Bosch GmbH ,  Carnegie Mellon University

发明人： Kolter, Jeremy Zieg ,  Schmidt, Frank ,  Winston, Ezra ,  Rosenfeld, Elan

IPC分类号： G06N3/04 ,  G06N20/00

摘要： Some embodiments are directed to a method (500) to classify sensor data with improved robustness against label noise. A predicted label may be computed for a novel input with improved robustness against label noise by estimating a label which is most likely under repeated application of a base training function to the training labels incorporating noise according to a noise level and subsequent application of a base classifier configured according to the base prediction function to the novel input.