High-Dimensional Change-Point Estimation: Combining Filtering with Convex Optimization

Yong Sheng Soh, Venkat Chandrasekaran

We consider change-point estimation in a sequence of high-dimensional signals given noisy observations. Classical approaches to this problem such as the filtered derivative method…