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stat.ME2026
Testing Equality of Conditional Distributions via Generative Models
Hanjia Gao, Linjun Huang, Yun Yang +1
We study the problem of testing whether two conditional distributions are equal using generative models. The proposed method learns a conditional generator from each sample and use…
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…