Title: Data science and policy: Addressing inequity in health
Advances in statistics, econometrics, and computer science have the potential to facilitate data-driven decision making in improving the health of populations.
Title: Bridging the Gap Between Deep Learning and Probabilistic Modeling
Deep learning excels with large-scale unstructured data - common across many modern application domains - while probabilistic modeling offers the ability to encode prior knowledge and quantify uncertainty - necessary for safety-critical applications and downstream decision-making tasks.
