c115ba9e04ab27fbbb664f932112246d-Paper.pdf

Neural Information Processing Systems 

Inparticular,weconsiderthesetting where the time series data onN entities is generated from a Gaussian mixture model with autocorrelations overk clusters inRd. Our main contribution is an algorithm to construct coresets for the maximum likelihood objective for this mixture model.