High dimensional change-point detection: a complete graph approach

Yang-Wen Sun, Katerina Papagiannouli, Vladimir Spokoiny

The aim of online change-point detection is for a accurate, timely discovery of structural breaks. As data dimension outgrows the number of data in observation, online detection be…