Research Areas

Machine Learning and Pattern Recognition

o    Probabilistic learning and inference

o    Kernel methods

o    Deep Learning, esp. Multimodal Deep Networks

 

Computer Vision and Multimedia Computing

o    Visual Scene Understanding

o    Video Analysis and Understanding

o    Multimodal Data Analysis

 

Data Mining and Analytics - Knowledge Representation and Aggregation

o    Discovery of trustworthy knowledge

o    Multi-source knowledge aggregation

o    Heterogeneous network analysis

 

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Last updated 12/17/14