Talks and Tutorials

Tutorials

• Knowledge Guided Machine Learning with Strong and Weak Domain Knowledge [Recording] Knowledge-Guided ML Bridge Program·AAAI 2026 in Singapore·January 21, 2026

Talks

• Parsimonious Machine Learning: Leveraging Hierarchy-of-Compute for Generalization Under Data & Compute Paucity Los Alamos National Laboratory - Center for Nonlinear Studies·Los Alamos, NM·June 2, 2025
• Parsimonious Machine Learning: Leveraging Hierarchy-of-Compute for Generalization Under Data & Compute Paucity Georgia Tech - Institute for Data Engineering and Science Seminar Series·Atlanta, GA·March 12, 2025
• Parsimonious Learning in Hierarchy of Compute Contexts 1st Symposium on Emerging Topics in Networks, Systems, & Cybersecurity·Hoboken, NJ·August 13, 2024
• Parsimonious Learning with Human Feedback & Computational Constraints 11th Annual IEEE North Jersey Advanced Communications Symposium·Virtual·September 16, 2023
• Knowledge-Guided Machine Learning Under Data Paucity & Noise Baidu Research·Virtual·March 28, 2022
• Ending the Pandemic & Preparing for the Next One Virginia Tech - Center for Communicating Science - Tech on Tap·Virtual·April 21, 2021
• COVID-19/ILI Forecasting Research (Lightning Talk) NSF-NRT Annual Meeting·Virtual·January 29, 2021
• Steering a Historical Disease Forecasting Model Under a Pandemic Virginia Tech - Graduate Seminar Guest Lecture·Blacksburg, VA·October 2, 2020
• Domain Informed Machine Learning Applications Savannah River National Labs·Jackson, SC·January 27-28, 2020
• Characterizing Power Grid Failure During Natural Disasters Virginia Tech - Urban Computing Seminar·Arlington, VA·October 2017
• Anomaly Detection in Cyber-Physical Systems using Invariants Virginia Tech - Urban Computing Seminar·Arlington, VA·January 2017