Exponential Families for Conditional Random Fields

Yasemin Altun, Alex Smola, Thomas Hofmann

In this paper we de ne conditional random elds in reproducing kernel Hilbert spaces and show connections to Gaussian Process classi cation. More speci cally, we prove decomposition…