Ioannis Chiotellis

Incremental Semi-Supervised Learning from Streams for Object Classification

The Label Propagation (LP) algorithm, first introduced by Zhu and Ghahramani [1], is a semi-supervised method used in transductive learning scenarios, where all data are available already in the beginning. In this work, we present a novel extension of the LP algorithm for applications where data sam…