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20192021
most citedVarGrad: A Low-Variance Gradient Estimator for Variational Inference

2 citations · 2 across the 2 of their papers we have counts for

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stat.ME2020

Generalized Bayesian Filtering via Sequential Monte Carlo

Ayman Boustati, Ömer Deniz Akyildiz, Theodoros Damoulas +1

We introduce a framework for inference in general state-space hidden Markov models (HMMs) under likelihood misspecification. In particular, we leverage the loss-theoretic perspecti…