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DYNOTEARS: Structure Learning from Time-Series Data

Roxana Pamfil, Nisara Sriwattanaworachai, Shaan Desai, Philip Pilgerstorfer, Konstantinos Georgatzis, Paul Beaumont, Bryon Aragam. DYNOTEARS: Structure Learning from Time-Series Data. In Silvia Chiappa, Roberto Calandra, editors, The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]. Volume 108 of Proceedings of Machine Learning Research, pages 1595-1605, PMLR, 2020. [doi]

Authors

Roxana Pamfil

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Nisara Sriwattanaworachai

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Shaan Desai

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Philip Pilgerstorfer

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Konstantinos Georgatzis

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Paul Beaumont

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Bryon Aragam

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