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stat.ML2026
Assessing the Distributional Fidelity of Synthetic Chest X-rays using the Embedded Characteristic Score
Edric Tam, Barbara E Engelhardt
Chest X-ray (CXR) images are among the most commonly used diagnostic imaging modalities in clinical practice. Stringent privacy constraints often limit the public dissemination of…
stat.ML2025
On the Statistical Capacity of Deep Generative Models
Edric Tam, David B. Dunson
Deep generative models are routinely used in generating samples from complex, high-dimensional distributions. Despite their apparent successes, their statistical properties are not…