Change Point Detection in Precision Matrices with D-trace Loss

Ying Lin, Benjamin Poignard, Ting Kei Pong +1

We consider the problem of estimating a time-varying sparse precision matrix, which is assumed to evolve in a piecewise constant manner. Building upon the Group Fused LASSO and LAS…