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07/18/2023
Field-Level Inference with Microcanonical Langevin Monte Carlo
Field-level inference provides a means to optimally extract information ...
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07/15/2023
Variational Inference with Gaussian Score Matching
Variational inference (VI) is a method to approximate the computationall...
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06/28/2022
Reconstructing the Universe with Variational self-Boosted Sampling
Forward modeling approaches in cosmology have made it possible to recons...
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10/01/2021
Delayed rejection Hamiltonian Monte Carlo for sampling multiscale distributions
The efficiency of Hamiltonian Monte Carlo (HMC) can suffer when sampling...
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10/16/2019