Cynthia Rudin

Data Fusion for Partial Identification of Causal Effects

Near-Optimal Decision Trees in a SPLIT Second

Leveraging Predictive Equivalence in Decision Trees

FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models

Improving Decision Sparsity

Using Noise to Infer Aspects of Simplicity Without Learning

Interpretable Image Classification with Adaptive Prototype-based Vision Transformers

Interpretable Generalized Additive Models for Datasets with Missing Values

Navigating the Effect of Parametrization for Dimensionality Reduction