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06/06/2023
L-C2ST: Local Diagnostics for Posterior Approximations in Simulation-Based Inference
Many recent works in simulation-based inference (SBI) rely on deep gener...
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11/17/2022
Validation Diagnostics for SBI algorithms based on Normalizing Flows
Building on the recent trend of new deep generative models known as Norm...
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02/12/2021
Leveraging Global Parameters for Flow-based Neural Posterior Estimation
Inferring the parameters of a stochastic model based on experimental obs...
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12/04/2020