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Likelihood-free Inference via Structured Score Matching
In many statistical problems, the data distribution is specified through a generative process for which the likelihood function is …
Haoyu Jiang
,
Yuexi Wang
,
Yun Yang
Uncertainty Quantification for Sparse Deep Learning
Deep learning methods continue to have a decided impact on machine learning, both in theory and in practice. Statistical theoretical …
Yuexi Wang
,
Veronika Rockova
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