Sample Efficient Learning of Predictors that Complement Humans

We provide two jupyter notebooks each replicates one of the figures in our paper:

• joint_v_staged_model_complex.ipynb replicates Figure 2
• joint_v_staged_sample_complexity.ipynb replicates Figure 3
• python run_halfspaces.py replicates Figure 4

For reference implementation of learning to defer methods, please see our updated code in this repo instead https://github.com/clinicalml/human_ai_deferral