Giles, Daniel

4 publications

ICML 2025 Calibrated Physics-Informed Uncertainty Quantification Vignesh Gopakumar, Ander Gray, Lorenzo Zanisi, Timothy Nunn, Daniel Giles, Matt Kusner, Stanislas Pamela, Marc Peter Deisenroth

ICLR 2025 Learning Chaos in a Linear Way Xiaoyuan Cheng, Yi He, Yiming Yang, Xiao Xue, Sibo Cheng, Daniel Giles, Xiaohang Tang, Yukun Hu

ICML 2025 Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation Yiming Yang, Xiaoyuan Cheng, Daniel Giles, Sibo Cheng, Yi He, Xiao Xue, Boli Chen, Yukun Hu

AISTATS 2023 Multilevel Bayesian Quadrature Kaiyu Li, Daniel Giles, Toni Karvonen, Serge Guillas, Francois-Xavier Briol