PAC-Bayesian domain adaptation bounds for multiclass learners

Anthony Sicilia, Katherine Atwell, Malihe Alikhani, Seong Jae Hwang

Abstract: Multiclass neural networks are a common tool in modern unsupervised domain adaptation, yet an appropriate theoretical description for their non-uniform sample complexity is lacking in the adaptatio...