Sidhartha Chitturi*

Adaptive Annealing for Robust Averaging

"Graduated Non-Convexity (GNC) is a robust estimation method in which an objective function is progressively annealed starting from a smooth convex form to one that represents the desired objective function. Such annealing is achieved by modifying a scale parameter in the objective function that is…