Estimating Model Performance on External Samples from Their Limited Statistical Characteristics

Tal El-Hay, Chen Yanover

Methods that address data shifts usually assume full access to multiple datasets. In the healthcare domain, however, privacy-preserving regulations as well as commercial interests…