2 papers
cs.LG2024
FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models
Jiachang Liu, Rui Zhang, Cynthia Rudin
Survival analysis is an important research topic with applications in healthcare, business, and manufacturing. One essential tool in this area is the Cox proportional hazards (CPH)…
cs.LG2024
Optimal Sparse Survival Trees
Rui Zhang, Rui Xin, Margo Seltzer +1
Interpretability is crucial for doctors, hospitals, pharmaceutical companies and biotechnology corporations to analyze and make decisions for high stakes problems that involve huma…