2 papers
cs.LG2017
Classifying Documents within Multiple Hierarchical Datasets using Multi-Task Learning
Azad Naik, Anveshi Charuvaka, Huzefa Rangwala
Multi-task learning (MTL) is a supervised learning paradigm in which the prediction models for several related tasks are learned jointly to achieve better generalization performanc…
cs.LG2017
Inconsistent Node Flattening for Improving Top-down Hierarchical Classification
Azad Naik, Huzefa Rangwala
Large-scale classification of data where classes are structurally organized in a hierarchy is an important area of research. Top-down approaches that exploit the hierarchy during t…