Jeffrey Wen*

Task-Driven Uncertainty Quantification in Inverse Problems via Conformal Prediction

"In imaging inverse problems, one seeks to recover an image from missing/corrupted measurements. Because such problems are ill-posed, there is great motivation to quantify the uncertainty induced by the measurement-and-recovery process. Motivated by applications where the recovered image is used for…