55 citations · 184 across the 13 of their papers we have counts for
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stat.ML2022★ 3 cited
Contrastive Neural Ratio Estimation for Simulation-based Inference
Benjamin Kurt Miller, Christoph Weniger, Patrick Forré
Likelihood-to-evidence ratio estimation is usually cast as either a binary (NRE-A) or a multiclass (NRE-B) classification task. In contrast to the binary classification framework,…
cs.LG2022★ 23 cited
Generative Coarse-Graining of Molecular Conformations
Wujie Wang, Minkai Xu, Chen Cai +5
Coarse-graining (CG) of molecular simulations simplifies the particle representation by grouping selected atoms into pseudo-beads and drastically accelerates simulation. However, s…