Fitting arma time series models without identification: A proximal approach Y Liu, SD Tajbakhsh International Conference on Artificial Intelligence and Statistics, 3835-3843, 2024 | 4 | 2024 |
A first-order optimization algorithm for statistical learning with hierarchical sparsity structure D Zhang, Y Liu, S Davanloo Tajbakhsh INFORMS Journal on Computing 34 (2), 1126-1140, 2022 | 3 | 2022 |
Spatiotemporal wind forecasting by learning a hierarchically sparse inverse covariance matrix using wind directions Y Liu, SD Tajbakhsh, AJ Conejo International Journal of Forecasting 37 (2), 812-824, 2021 | 3 | 2021 |
Stochastic Composition Optimization of Functions Without Lipschitz Continuous Gradient Y Liu, S Davanloo Tajbakhsh Journal of Optimization Theory and Applications 198 (1), 239-289, 2023 | | 2023 |
Adaptive Stochastic Optimization Algorithms for Problems with Biased Oracles Y Liu, SD Tajbakhsh arXiv preprint arXiv:2306.07810, 2023 | | 2023 |