Research

Interests

• Machine Learning: Clustering, Ordering, Graphical Models
• Computer Vision: Deformable Object Recognition, Multiple Object Tracking, Image Segmentation, Biomedical Image Analysis
• Applied Mathematics: Combinatorial Optimization

Examples

• A Polyhedral Study of Lifted Multicuts (Focus on methods and mathematical foundations.)
• A Graph Multi-separator Problem for Image Segmentation (Focus on practicality and applications.)