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Yuhao Liu
Yuhao Liu
Capital One
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Year
Injury to thalamocortical projections following traumatic brain injury results in attractor dynamics for cortical networks
S Mofakham, Y Liu, A Hensley, JR Saadon, T Gammel, ME Cosgrove, ...
Progress in Neurobiology 210, 102215, 2022
152022
Gaussian process state-space models with time-varying parameters and inducing points
Y Liu, PM Djurić
2020 28th European Signal Processing Conference (EUSIPCO), 1462-1466, 2021
112021
Inference with deep Gaussian process state space models
Y Liu, M Ajirak, PM Djurić
2022 30th European Signal Processing Conference (EUSIPCO), 792-796, 2022
82022
Sequential estimation of Gaussian process-based deep state-space models
Y Liu, M Ajirak, PM Djurić
IEEE Transactions on Signal Processing, 2023
72023
Systemic risk modeling with lévy copulas
Y Liu, PM Djurić, YS Kim, ST Rachev, J Glimm
Journal of Risk and Financial Management 14 (6), 251, 2021
62021
Detecting confounders in multivariate time series using strength of causation
Y Liu, C Cui, D Waxman, K Butler, PM Djurić
2023 31st European Signal Processing Conference (EUSIPCO), 1400-1404, 2023
42023
The use of Gaussian processes as particles for sequential Monte Carlo estimation of time-varying functions
Y Liu, PM Djurić
2021 29th European Signal Processing Conference (EUSIPCO), 1975-1979, 2021
32021
Estimation of time-varying graph topologies from graph signals
Y Liu, C Cui, M Ajirak, PM Djurić
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
22023
Ensembles of Gaussian process latent variable models
M Ajirak, Y Liu, PM Djurić
2022 30th European Signal Processing Conference (EUSIPCO), 1467-1471, 2022
22022
Abstract P300: Countries’ geographic latitude and their populations’ cholesterol and blood pressure
Y Liu, RD Brook, X Liu, JB Byrd
Hypertension 72 (Suppl_1), AP300-AP300, 2018
2*2018
Gaussian process-gated hierarchical mixtures of experts
Y Liu, M Ajirak, PM Djurić
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
12024
14 Role of Supervisor as Coach and Developer
W Su, H Ding, Y Liu
The Oxford Handbook of Lifelong Learning 2, 289, 2021
12021
Novel Architecture of Deep Feature-Based Gaussian Processes with an Ensemble of Kernels
Y Song, Y Liu, PM Djurić
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
Bayesian Deep Learning With Random Feature-Based Gaussian Processes
Y Liu
State University of New York at Stony Brook, 2023
2023
Tracking the Dimensions of Latent Spaces of Gaussian Process Latent Variable Models
Y Liu, PM Djurić
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
2022
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