Developing efficient, parallel solvers for combinatorial machine learning problems
Development of scalable and flexible clustering algorithms for multicut (a.k.a.correlation clustering) formulation and application to machine learning problems.
Development of algorithms for trajectory tracking of moving objects in scenes.
Approaches to computing correspondences between objects