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Multivariate Spatiotemporal Hawkes Processes and Network Reconstruction.

, , , , and . SIAM J. Math. Data Sci., 1 (2): 356-382 (2019)

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SOS-EW: System for Overdose Spike Early Warning Using Drug Mover's Distance-Based Hawkes Processes., , , , , , , and . PKDD/ECML Workshops (1), volume 1167 of Communications in Computer and Information Science, page 538-554. Springer, (2019)Variational Autoencoders for Highly Multivariate Spatial Point Processes Intensities., , , , , and . ICLR, OpenReview.net, (2020)Multivariate Spatiotemporal Hawkes Processes and Network Reconstruction., , , , and . SIAM J. Math. Data Sci., 1 (2): 356-382 (2019)Frequency-aware SGD for Efficient Embedding Learning with Provable Benefits., , , , , , and . ICLR, OpenReview.net, (2022)Do We Really Need Complicated Model Architectures For Temporal Networks?, , , , , , , and . ICLR, OpenReview.net, (2023)Automatic valve segmentation in cardiac ultrasound time series data., , , , , , , , , and . Medical Imaging: Image Processing, volume 10574 of SPIE Proceedings, page 105741Y. SPIE, (2018)Machine learning for cardiac ultrasound time series data., , , , , , , , and . Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging, volume 10137 of SPIE Proceedings, page 101372D. SPIE, (2017)