Baichuan Yuan
Baichuan Yuan
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Graph-based deep modeling and real time forecasting of sparse spatio-temporal data
B Wang, X Luo, F Zhang, B Yuan, AL Bertozzi, PJ Brantingham
arXiv preprint arXiv:1804.00684, 2018
Topic time series analysis of microblogs
EL Lai, D Moyer, B Yuan, E Fox, B Hunter, AL Bertozzi, PJ Brantingham
IMA Journal of Applied Mathematics 81 (3), 409-431, 2016
Multivariate spatiotemporal hawkes processes and network reconstruction
B Yuan, H Li, AL Bertozzi, PJ Brantingham, MA Porter
SIAM Journal on Mathematics of Data Science 1 (2), 356-382, 2019
Using machine learning to discern eruption in noisy environments: A case study using CO2‐driven cold‐water geyser in Chimayˇ, New Mexico
B Yuan, YJ Tan, MK Mudunuru, OE Marcillo, AA Delorey, PM Roberts, ...
Seismological Research Letters 90 (2A), 591-603, 2019
GRYD intervention incident response & gang crime 2017 evaluation report
PJ Brantingham, N Sundback, B Yuan, K Chan
Los Angeles: The City of Los Angeles Mayor’s Office of Gang Reduction andá…, 2017
Machine learning for cardiac ultrasound time series data
B Yuan, SR Chitturi, G Iyer, N Li, X Xu, R Zhan, R Llerena, JT Yen, ...
Medical Imaging 2017: Biomedical Applications in Molecular, Structural, andá…, 2017
Does Violence Interruption Work?
PJ Brantingham, B Yuan, N Sundback, FP Schoenberg, AL Bertozzi, ...
Automatic valve segmentation in cardiac ultrasound time series data
Y Dukler, Y Ge, Y Qian, S Yamamoto, B Yuan, L Zhao, AL Bertozzi, ...
Medical Imaging 2018: Image Processing 10574, 105741Y, 2018
Variational Autoencoders for Highly Multivariate Spatial Point Processes Intensities
B Yuan, X Wang, J Ma, C Zhou, AL Bertozzi, H Yang
International Conference on Learning Representations, 2020
SOS-EW: System for overdose spike early warning using drug mover’s distance-based Hawkes processes
WH Chiang, B Yuan, H Li, B Wang, A Bertozzi, J Carter, B Ray, G Mohler
Joint European conference on machine learning and knowledge discovery iná…, 2019
Is gang violent crime more contagious than non-gang violent crime?
PJ Brantingham, B Yuan, D Herz
Journal of Quantitative Criminology, 1-25, 2020
Fast estimation of multivariate spatiotemporal Hawkes processes and network reconstruction
B Yuan, FP Schoenberg, AL Bertozzi
Annals of the Institute of Statistical Mathematics, 1-26, 2019
Large-scale and Deep Spatiotemporal Point-Process Models
B Yuan
UCLA, 2020
Forecasting CO2-driven cold-water geyser eruptions
B Yuan, YJ Tan, MK Mudunuru, PA Johnson, OE Marcillo, AA Delorey, ...
Los Alamos National Lab.(LANL), Los Alamos, NM (United States), 2018
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