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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
4th Workshop on Mining and Learning from Time Series (MileTS), at KDD London, 2018
522018
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
412019
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
372016
Is gang violent crime more contagious than non-gang violent crime?
PJ Brantingham, B Yuan, D Herz
Journal of quantitative criminology 37 (4), 953-977, 2021
162021
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
142019
Does Violence Interruption Work?
PJ Brantingham, B Yuan, N Sundback, FP Schoenberg, AL Bertozzi, ...
122018
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
122017
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
102020
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
102017
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, 493-504, 2018
82018
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
52019
Fast estimation of multivariate spatiotemporal Hawkes processes and network reconstruction
B Yuan, FP Schoenberg, AL Bertozzi
Annals of the Institute of Statistical Mathematics 73 (6), 1127-1152, 2021
42021
Frequency-aware SGD for Efficient Embedding Learning with Provable Benefits
Y Li, D Choudhary, X Wei, B Yuan, B Bhushanam, T Zhao, G Lan
International Conference on Learning Representations, 2022
12022
Mitral Valve Segmentation Using Robust Nonnegative Matrix Factorization
H Dr÷ge, B Yuan, R Llerena, JT Yen, M Moeller, AL Bertozzi
Journal of imaging 7 (10), 213, 2021
12021
Large-scale and Deep Spatiotemporal Point-Process Models
B Yuan
University of California, Los Angeles, 2020
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
2018
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