Zhou Derun

Optimal Submanifold Structure in Log-linear Models

In the modeling of discrete distributions using log-linear models, the model selection process is equivalent to imposing zero-value constraints on a subset of natural parameters, which is an established concept in information geometry. This zero-value constraint has been implicitly employed, from cl