Institute for Web Science and Technologies · Universität Koblenz - Landau

Context Modelling with Dirichlet Processes - Chances and Risks

[zur Übersicht]

We look at a very popular construct in probabilistic modelling: the Dirichlet process (DP).

Starting with the Chinese restaurant metaphor, we see how context can be modelled using DPs and understand some of the underlying assumptions.

Finally, we look at a practical application where the integration of context has undesired effects.


16.07.15 - 10:15
B 016