Subset Infinite Relational Models

Katsuhiko Ishiguro, Naonori Ueda, Hiroshi Sawada

Abstract: We propose a new probabilistic generative model for analyzing sparse and noisy pairwise relational data, such as friend-links on SNSs and customer records in online shops. Real-world relational dat...