Tighter Bound Estimation of Sensitivity Analysis for Incremental and Decremental Data Modification

Kaichen Zhou, Shiji Song, Gao Huang +2

In large-scale classification problems, the data set always be faced with frequent updates when a part of the data is added to or removed from the original data set. In this case,…