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most citedRobust Multivariate Time-Series Forecasting: Adversarial Attacks and Defense Mechanisms

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math.ST2021

A Bernstein-type Inequality for High Dimensional Linear Processes with Applications to Robust Estimation of Time Series Regressions

Linbo Liu, Danna Zhang

Time series regression models are commonly used in time series analysis. However, in modern real-world applications, serially correlated data with an ultra-high dimension and fat t…