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Jun

Teaser image to Implicit models, latent compression, intrinsic biases, and cheap lunches in community detection in networks

 

Colloquium

Implicit models, latent compression, intrinsic biases, and cheap lunches in community detection in networks

Tiago de Paula Peixoto, Central European University, Wien

   28.06.2023

   4:15 pm - 5:45 pm

   LMU Department of Statistics and via zoom

This talk compares inferential and descriptive community detection algorithms on a principled scale. It associates each objective with an implicit generative model, enabling the computation of the network's description length. The approach allows unbiased comparisons, revealing intrinsic biases.

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