- Neural Distributed Compression
- Reinforcement Learning Based Packet Routing and Scheduling Under Strict Latency Constraints
Past Projects
- Energy Efficient Communication over Millimeter Wave Cellular Networks
- Beam Training and Beam Tracking in Millimeter Wave Systems
- ML for CSI Feedback
- Quantifying Active and Passive De-anonymization in Social Networks
- Data Privacy
- Scalar Compression Methods for Hypothesis Testing
- Cooperative Communications
- Energy Efficient Communications
- Joint Source and Channel Coding for Wireless Networks
- Interference in Wireless Networks
- Wireless Physical Layer Security
- Caching in Wireless Networks
- Massive MIMO Cellular Systems
- Doubling Cellular Capacity by Full-Duplex Communications
- Spectrum and Infrastructure Sharing in Millimeter Wave Cellular Networks
- Massive Mobile Broadband Communications with Millimeter Wave Picocellular Networks
- Multi-user Scheduling in Cellular Networks
- SafePredict: Reliability Guarantees by Allowing Machine Learning Algorithms to Refuse