Daniel Giles

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 7

Top Topics

Data Assimilation

Top Venues

J. Optim. Theory Appl.

Publications

Daniel Giles, James Briant, Cyril Morcrette, Serge Guillas
Embedding machine-learnt sub-grid variability improves climate model biases. CoRR (2024)
Oscar Key, So Takao, Daniel Giles, Marc Peter Deisenroth
Scalable Data Assimilation with Message Passing. CoRR (2024)
Vignesh Gopakumar, Joel Oskarrson, Ander Gray, Lorenzo Zanisi, Stanislas Pamela, Daniel Giles, Matt Kusner, Marc Peter Deisenroth
Valid Error Bars for Neural Weather Models using Conformal Prediction. CoRR (2024)
Kaiyu Li, Daniel Giles, Toni Karvonen, Serge Guillas, François-Xavier Briol
Multilevel Bayesian Quadrature. AISTATS (2023)
Daniel Giles, Eugene Kashdan, Dimitra M. Salmanidou, Serge Guillas, Frédéric Dias
Performance analysis of Volna-OP2 - massively parallel code for tsunami modelling. CoRR (2020)
Nguyen Mau Nam, R. Blake Rector, Daniel Giles
Minimizing Differences of Convex Functions with Applications to Facility Location and Clustering. J. Optim. Theory Appl. 173 (1) (2017)
Nguyen Thai An, Daniel Giles, Nguyen Mau Nam, R. Blake Rector
The Log-Exponential Smoothing Technique and Nesterov's Accelerated Gradient Method for Generalized Sylvester Problems. J. Optim. Theory Appl. 168 (2) (2016)