Trisha Dawn

Sequential Gradient Descent and Quasi-Newton’s Method for Change-Point Analysis

One common approach to detecting change-points is minimizing a cost function over possible numbers and locations of change-points. The framework includes several well-established procedures, such as the penalized likelihood and minimum description length. Such an approach requires finding the cost v…