no code implementations • 18 Oct 2021 • Ryota Sugiyama, Hiroki Toda, Vo Nguyen Le Duy, Yu Inatsu, Ichiro Takeuchi
In this paper, we study statistical inference of change-points (CPs) in multi-dimensional sequence.
2 code implementations • NeurIPS 2020 • Vo Nguyen Le Duy, Hiroki Toda, Ryota Sugiyama, Ichiro Takeuchi
In this paper, we introduce a novel method to perform statistical inference on the significance of the CPs, estimated by a Dynamic Programming (DP)-based optimal CP detection algorithm.