Here is a sampling of the ongoing projects in our group. This webpage is under construction and will be updated soon.
Sparsity and High Dimensional Analysis
- Sparse Signal Processing
- Compressive Sensing
- High-Dimensional Classification
Machine Learning
- Anomaly Detection
- Active Learning
- Belief Revision
- Rank Weighted Clustering
- Fast SVMs
Video Analytics and Surveillance
- Behavior Subtraction
- Abnormality Detection
- Video Modeling
- Video Search and Retrieval
Networks and Sensors
- Network Tomography
- Token Based Distributed Computation
- Distributed Detection, Tracking, and Localization
Communications and Information Theory
- Wireless Scaling Laws
- Capacity for Relays Channels
- Cognitive Radios
