David Stutz

Learning Optimal Conformal Classifiers

A. Doucet, Krishnamurthy Dvijotham, A. Cemgil, 2021, ICLR.

Conformal prediction under ambiguous ground truth

Abhijit Guha Roy, A. Doucet, A. Cemgil, 2023, 2307.09302.

Evaluating AI systems under uncertain ground truth: a case study in dermatology

Abhijit Guha Roy, A. Doucet, Pushmeet Kohli, 2023, ArXiv.

Unlocking Accuracy and Fairness in Differentially Private Image Classification

Pushmeet Kohli, Samuel L. Smith, Robert Stanforth, 2023, ArXiv.

Using a Multidisciplinary Team and Clinical Redesign to Improve Blood Pressure Control in Patients With Diabetes

S. Bernstein, H. M. Choe, C. Standiford, 2008, Quality management in health care.

Conformal prediction under ambiguous ground truth

Abhijit Guha Roy, A. Doucet, A. Cemgil, 2023, ArXiv.