Liu, Yirui

Number of items: 4.
LSE
  • Liu, Yirui, Qiao, Xinghao, Pei, Yulong, Wang, Liying (2024). Deep functional factor models: forecasting high-dimensional functional time series via Bayesian nonparametric factorization. Proceedings of Machine Learning Research, 235, 31709-31727. picture_as_pdf
    • Statistics
  • Liu, Yirui, Qiao, Xinghao, Wang, Liying, Lam, Jessica (2023). EEGNN: edge enhanced graph neural network with a Bayesian nonparametric graph model. Proceedings of Machine Learning Research, 206, 2132-2146. picture_as_pdf
  • Liu, Yirui (2022). Three essays in Bayesian nonparametric machine learning [Doctoral thesis]. London School of Economics and Political Science. https://doi.org/10.21953/lse.00004682
  • Qiao, Xinghao, Liu, Yirui, Lam, Jessica (2022). CATVI: conditional and adaptively truncated variational inference for hierarchical Bayesian nonparametric models. Proceedings of Machine Learning Research, 151, picture_as_pdf