Multi-class heterogeneous domain adaptation

• Main Authors: Zhou, Joey Tianyi, Tsang, Ivor W., Pan, Sinno Jialin, Tan, Mingkui
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2019
• Subjects: Multi-class Classification; Heterogeneous Domain Adaptation; Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/85717; http://hdl.handle.net/10220/49259; http://jmlr.org/papers/v20/13-580.html
• Institution: Nanyang Technological University

A crucial issue in heterogeneous domain adaptation (HDA) is the ability to learn a feature mapping between different types of features across domains. Inspired by language translation, a word translated from one language corresponds to only a few words in another language, we present an efficient me...