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Simulation-Based Inference
Simulation-Based Inference
PulseAugur coverage of Simulation-Based Inference — every cluster mentioning Simulation-Based Inference across labs, papers, and developer communities, ranked by signal.
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New research explores theoretical guidelines for Langevin dynamics in AI sampling
Researchers have published theoretical guidelines for annealed Langevin dynamics in compositional simulation-based inference, aiming to improve sampling accuracy by providing explicit decision rules for hyperparameters.…
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New method boosts neural likelihood surrogate training efficiency
Researchers have developed a new method to improve the efficiency of training neural likelihood surrogates for stochastic process models. By augmenting the standard loss function with exact score information and adaptiv…