2 papers
stat.ML2022
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…
stat.ME2018
Benchmarking Framework for Performance-Evaluation of Causal Inference Analysis
Yishai Shimoni, Chen Yanover, Ehud Karavani +1
Causal inference analysis is the estimation of the effects of actions on outcomes. In the context of healthcare data this means estimating the outcome of counter-factual treatments…