Cross-Domain Multitask Learning with Latent Probit Models

Shaobo Han, Xuejun Liao, Lawrence Carin

Learning multiple tasks across heterogeneous domains is a challenging problem since the feature space may not be the same for different tasks. We assume the data in multiple tasks…