semidefinite relaxation

An elegant and robust approach to solving challenging inverse kinematics problems using a distance-geometric problem formulation & convex relaxation.

Modern approaches to simultaneous localization and mapping (SLAM) formulate the inference problem as a high-dimensional but sparse nonconvex M-estimation, and then apply general first- or second-order smooth optimization methods to recover a local …