Probabilistic weather forecasting with machine learning.
,
,
,
,
,
,
,
,
,
,
,
Nat., January, 2025
Deep Neural Network Initialization with Sparsity Inducing activations.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
GenCast: Diffusion-based ensemble forecasting for medium-range weather.
CoRR, 2023
Improved Projection Learning for Lower Dimensional Feature Maps.
Proceedings of the IEEE International Conference on Acoustics, 2023
Increasing the accuracy and resolution of precipitation forecasts using deep generative models.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Trajectory growth lower bounds for random sparse deep ReLU networks.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021
Dense for the Price of Sparse: Improved Performance of Sparsely Initialized Networks via a Subspace Offset.
Proceedings of the 38th International Conference on Machine Learning, 2021
Six Attributes of Unhealthy Conversation.
CoRR, 2020
Six Attributes of Unhealthy Conversations.
Proceedings of the Fourth Workshop on Online Abuse and Harms, 2020
Gaussian processes for unconstraining demand.
Eur. J. Oper. Res., 2019