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Tin Lok James Ng
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Html: Hierarchical transformer-based multi-task learning for volatility prediction
L Yang, TLJ Ng, B Smyth, R Dong
Proceedings of The Web Conference 2020, 441-451, 2020
1092020
Generating plausible counterfactual explanations for deep transformers in financial text classification
L Yang, EM Kenny, TLJ Ng, Y Yang, B Smyth, R Dong
arXiv preprint arXiv:2010.12512, 2020
692020
Deep compositional spatial models
A Zammit-Mangion, TLJ Ng, Q Vu, M Filippone
Journal of the American Statistical Association 117 (540), 1787-1808, 2022
652022
Explainable text-driven neural network for stock prediction
L Yang, Z Zhang, S Xiong, L Wei, J Ng, L Xu, R Dong
2018 5th IEEE international conference on cloud computing and intelligence …, 2018
572018
Leveraging BERT to improve the FEARS index for stock forecasting
L Yang, Y Xu, TLJ Ng, R Dong
ACL, 2019
262019
Multiresolution network models
BK Fosdick, TH McCormick, TB Murphy, TLJ Ng, T Westling
Journal of Computational and Graphical Statistics 28 (1), 185-196, 2019
242019
Weighted stochastic block model
TLJ Ng, TB Murphy
Statistical Methods & Applications 30, 1365-1398, 2021
192021
Model-based clustering for random hypergraphs
TLJ Ng, TB Murphy
Advances in Data Analysis and Classification, 1-33, 2022
152022
Multi-level attention-based neural networks for distant supervised relation extraction
L Yang, TLJ Ng, C Mooney, R Dong
Insight Centre, 2017
122017
Modeling the social media relationships of Irish politicians using a generalized latent space stochastic blockmodel
TLJ Ng, TB Murphy, T Westling, TH McCormick, B Fosdick
The Annals of Applied Statistics 15 (4), 1923-1944, 2021
112021
The association between ambient UVB dose and ANCA-associated vasculitis relapse and onset
J Scott, E Havyarimana, A Navarro-Gallinad, A White, J Wyse, ...
Arthritis Research & Therapy 24 (1), 147, 2022
72022
Non-homogeneous Poisson process intensity modeling and estimation using measure transport
TLJ Ng, A Zammit-Mangion
Bernoulli 29 (1), 815-838, 2023
62023
Differences in colorectal cancer (CRC) patients who did and did not undergo screening: Results from the 45 and Up Study cohort
J Thompson, J Ng, B Armstrong, E Feletto, T Ha
Cancer Epidemiology 72, 101936, 2021
62021
Generalized random dot product graph
TLJ Ng, TB Murphy
Statistics & Probability Letters 148, 143-149, 2019
52019
Ramadan fasting and weight change trajectories: Time-varying association of weight during and after Ramadan in low-income and refugee populations
DE Zoughbie, TLJ Ng, JY Thompson, KT Watson, R Farraj, EL Ding
PLOS Global Public Health 2 (10), e0000371, 2022
42022
Spherical Poisson point process intensity function modeling and estimation with measure transport
TLJ Ng, A Zammit-Mangion
Spatial Statistics 50, 100629, 2022
42022
Mixture modeling with normalizing flows for spherical density estimation
TLJ Ng, A Zammit-Mangion
Advances in Data Analysis and Classification 18 (1), 103-120, 2024
32024
Penalized maximum likelihood estimator for mixture of von Mises–Fisher distributions
TLJ Ng
Metrika 86 (2), 181-203, 2023
32023
Universal approximation on the hypersphere
TLJ Ng, KK Kwong
Communications in Statistics-Theory and Methods 51 (24), 8694-8704, 2022
32022
Model-based clustering of count processes
TLJ Ng, TB Murphy
Journal of Classification 38, 188-211, 2021
32021
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