Branislav Kveton

Graphical Model Sketch

2016 · arXiv (Cornell University)

Structured high-cardinality data arises in many domains, and poses a major challenge for both modeling and inference. Graphical models are a popular approach to modeling structured data but they are unsuitable for high-cardinality variables. The …