Explaining Time Series via Contrastive and Locally Sparse Perturbations

Zichuan Liu, Yingying Zhang, Tianchun Wang +8

Explaining multivariate time series is a compound challenge, as it requires identifying important locations in the time series and matching complex temporal patterns. Although prev…