I am a senior research scientist at NVIDIA working on machine learning and computer vision.

My main focus is to propose scalable machine learning methods that can be applied to computer vision tasks. More specifically, my domains of interest are: distance metric learning, complex representations including hierarchies and graphs, convex and non-convex optimization, optimization on manifolds, information geometry, structured output prediction, generalization with limited supervision.

Website