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stat.ME2026
Bayesian Distance-to-Set Models: from Latent Variable to Latent Projection
Leo L Duan, Yuexi Wang, Jason Xu
Statistical models often assume that data are generated near a structured, smooth, or low-dimensional set. A common approach is to use Bayesian latent variable models, in which eac…
stat.ME2026
Likelihood-Free Inference via Structured Score Matching
Haoyu Jiang, Yuexi Wang, Yun Yang
In many statistical problems, the data distribution is specified through a generative process for which the likelihood function is analytically intractable, yet inference on the as…