Ashima Garg

Learning Hierarchy Aware Features for Reducing Mistake Severity

"Label hierarchies are often available apriori as part of biological taxonomy or language datasets WordNet. Several works exploit these to learn hierarchy aware features in order to improve the classifier to make semantically meaningful mistakes while maintaining or reducing the overall error. In th…