Federated and decentralized learning
Communication-efficient, privacy-aware learning across distributed data owners.
Research
Online and Reinforcement Learning
Learning algorithms for sequential decisions, online updates, and complex operational systems.
Machine Learning for Space
Machine learning for space traffic management, orbit estimation, and operational decision support.
AI and agentic AI for Healthcare
Trustworthy AI for healthcare operations, referral networks, triage, and explainable decision support.