Better Approximate Inference for Partial Likelihood Models with a Latent Structure

Amrith Setlur, Barnabás Póczós

Temporal Point Processes (TPP) with partial likelihoods involving a latent structure often entail an intractable marginalization, thus making inference hard. We propose a novel app…