Machine learning methods often face a tradeoff between the accuracy of discriminative models and the lower sample complexity of their generative counterparts. This inspires a need for hybrid methods. In this paper we present ...

Many large networked systems ranging from the Internet to ones deployed atop the Internet (e.g., Amazon) play critical roles in our daily lives. In these systems, individual nodes (e.g., a computer) establish a physical ...