Upcoming CSE Lecture Series Events

AI for Scientists: Accelerating Discovery through Knowledge, Data & Learning

Duke Computer Science/Electrical Computer Engineering Colloquium
Speaker Name
Jennifer Sun
Date and Time

With rapidly growing amounts of experimental data, machine learning is increasingly crucial for automating scientific data analysis. However, many real-world workflows demand expert-in-the-loop attention and require models that not only interface with data, but also with experts and domain knowledge. My research develops full stack solutions that enable scientists to scalably extract insights from diverse and messy experimental data with minimal supervision. My approaches learn from both data and expert knowledge, while exploiting the right level of domain knowledge for generalization.