Stabilised weighted subsampling yields unbiased log-likelihood and gradient estimators for faster inference in recursive likelihood models with controlled variance via hyperparameter tuning.
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Stabilised weighted data subsampling for accelerated inference in models with recursive likelihoods
Stabilised weighted subsampling yields unbiased log-likelihood and gradient estimators for faster inference in recursive likelihood models with controlled variance via hyperparameter tuning.