Deep Learning

DNB: A Joint Learning Framework for Deep Bayesian Nonparametric Clustering

Deep Nonparametric Bayes Clustering

Adversarial Domain Adaptation Being Aware of Class Relationships

A novel relationship-aware adversarial domain adaptation algorithm built on top of the plain DANN model.

Scalable Bayesian Nonparametric Clustering and Classification

A scalable Monte Carlo algorithm for inference under a large class of nonparametric Bayesian models for clustering and classification.