Daniel Giles

4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (2) AISTATS (1) ICLR (1)

Top co-authors

Xiao Xue (2) Yi He (2) Yukun Hu (2) Yiming Yang (2) Sibo Cheng (2) Xiaoyuan Cheng (2) Stanislas Pamela (1) Timothy Nunn (1) François-Xavier Briol (1) Lorenzo Zanisi (1)

Keywords

gaussian process (1) bayesian quadrature (1) surrogate model (1) multilevel monte carlo (1) integral approximation (1)

Papers

Learning Chaos In A Linear Way ICLR 2025

Calibrated Physics-Informed Uncertainty Quantification ICML 2025

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation ICML 2025

Multilevel Bayesian Quadrature AISTATS 2023