A Two-Stage Weighting Framework for Multi-Source Domain Adaptation

no code implementations • NeurIPS 2011 • Qian Sun, Rita Chattopadhyay, Sethuraman Panchanathan, Jieping Ye

In this paper we propose a two-stage domain adaptation methodology which combines weighted data from multiple sources based on marginal probability differences (first stage) as well as conditional probability differences (second stage), with the target domain data.

Domain Adaptation Vocal Bursts Valence Prediction