Interpretable Machine Learning for Discovery: Statistical Challenges \& Opportunities

Genevera I. Allen, Luqin Gan, Lili Zheng

New technologies have led to vast troves of large and complex datasets across many scientific domains and industries. People routinely use machine learning techniques to not only p…