Sparse-GEV: Sparse Latent Space Model for Multivariate Extreme Value Time Serie Modeling

Yan Liu, Taha Bahadori, Hongfei Li

In many applications of time series models, such as climate analysis and social media analysis, we are often interested in extreme events, such as heatwave, wind gust, and burst of…