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20122026
most citedRobust Multivariate Time-Series Forecasting: Adversarial Attacks and Defense Mechanisms

2 citations · 5 across the 16 of their papers we have counts for

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Showing 2023Show all

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cs.LG2023

Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting

Hilaf Hasson, Danielle C. Maddix, Yuyang Wang +2

Ensembling is among the most popular tools in machine learning (ML) due to its effectiveness in minimizing variance and thus improving generalization. Most ensembling methods for b…

cs.LG2023

Testing Causality for High Dimensional Data

Arun Jambulapati, Hilaf Hasson, Youngsuk Park +1

Determining causal relationship between high dimensional observations are among the most important tasks in scientific discoveries. In this paper, we revisited the \emph{linear tra…