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Context-dependent self-exciting point processes: models, methods, and risk bounds in high dimensions


Mar 16, 2020
Lili Zheng, Garvesh Raskutti, Rebecca Willett, Benjamin Mark

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Estimating Network Structure from Incomplete Event Data


Nov 07, 2018
Benjamin Mark, Garvesh Raskutti, Rebecca Willett

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Graph-based regularization for regression problems with highly-correlated designs


Jun 05, 2018
Yuan Li, Benjamin Mark, Garvesh Raskutti, Rebecca Willett

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Network Estimation from Point Process Data


Feb 13, 2018
Benjamin Mark, Garvesh Raskutti, Rebecca Willett

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* Submitted to IEEE Transactions on Information Theory 

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