7 citations · 22 across the 6 of their papers we have counts for
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cs.LG2021★ 2 cited
OnlineSTL: Scaling Time Series Decomposition by 100x
Abhinav Mishra, Ram Sriharsha, Sichen Zhong
Decomposing a complex time series into trend, seasonality, and remainder components is an important primitive that facilitates time series anomaly detection, change point detection…
stat.ML2021★ 4 cited
Efficient Algorithms for Estimating the Parameters of Mixed Linear Regression Models
Babak Barazandeh, Ali Ghafelebashi, Meisam Razaviyayn +1
Mixed linear regression (MLR) model is among the most exemplary statistical tools for modeling non-linear distributions using a mixture of linear models. When the additive noise in…