A continuous-time stochastic gradient descent method for continuous data K Jin, J Latz, C Liu, CB Schönlieb Journal of Machine Learning Research 24 (274), 1-48, 2023 | 4 | 2023 |
Losing momentum in continuous-time stochastic optimisation K Jin, J Latz, C Liu, A Scagliotti arXiv preprint arXiv:2209.03705, 2022 | 1 | 2022 |
Statistical inference for a partially observed interacting system of Hawkes processes C Liu Stochastic Processes and their Applications 130 (9), 5636-5694, 2020 | 1 | 2020 |
Subsampling Error in Stochastic Gradient Langevin Diffusions K Jin, C Liu, J Latz International Conference on Artificial Intelligence and Statistics, 1414-1422, 2024 | | 2024 |
Central limit theorem for a partially observed interacting system of Hawkes processes C Liu arXiv preprint arXiv:1906.08080, 2019 | | 2019 |