Talks

Opportunities for Machine Learning to Accelerate Progress in Environmental Modelling
Modelling complex environmental systems, such as weather or oceans, is extremely challenging. Recent advances in machine learning and …
Jan 20, 2025
Opportunities for Machine Learning to Accelerate Progress in Environmental Modelling
Modelling complex environmental systems, such as weather or oceans, is extremely challenging. Recent advances in machine learning and …
Nov 20, 2024
Opportunities for Machine Learning to Accelerate Progress in Environmental Modelling
Modelling complex environmental systems, such as weather or oceans, is extremely challenging. Recent advances in machine learning and …
Nov 4, 2024
Opportunities for Machine Learning to Accelerate Progress in Environmental Modelling
Modelling complex environmental systems, such as weather or oceans, is extremely challenging. Recent advances in machine learning and …
Oct 10, 2024
Data-Efficient Learning for Robotics and Reinforcement Learning
Data efficiency, i.e., learning from small datasets, is of practical importance in many real-world applications and decision-making …
Jan 31, 2024
A Role for Message Passing in Data Assimilation?
Estimating the latent state of a dynamical system based on noisy observations is common challenge underlying many tasks in engineering, …
Nov 14, 2023
Data-Efficient Robot Learning
Data efficiency, i.e., learning from small datasets, is of practical importance in many real-world applications and decision-making …
Oct 23, 2023
Bayesian Optimization
Jul 21, 2023
Message Passing for State Estimation in Nonlinear Systems
Estimating the latent state of a dynamical system based on noisy observations is common challenge underlying many task in engineering, …
Jul 12, 2023
A Role for Message Passing in Data Assimilation?
Jun 27, 2023