Title: Hybrid Predictive Model: When an Interpretable Model Collaborates with a Black-box Model

Presented by: Tong Wang, Assistant Professor

Management Sciences, Tippie College of Business

Abstract:

Interpretable machine learning has received increasing interest in recent years, especially in domains where humans are involved in the decision-making process. However, the possible loss of the task performance for gaining interpretability is often inevitable, especially for large datasets or...

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