Mihaela van der Schaar will deliver a keynote talk at the Time Series Workshop at the 2021 International Conference on Machine Learning (ICML 2021), the leading international academic conference in machine learning.
Time-series in healthcare: challenges and solutions
This event will take place online on July 24 at 09:00 PDT (17:00 BST).
The goals of this workshop are to: (1) highlight the fundamental challenges that underpin learning from time series data (e.g. covariate shift, causal inference, uncertainty quantification), (2) discuss recent developments in theory and algorithms for tackling these problems, and (3) explore new frontiers in time series analysis and their connections with emerging fields such as causal discovery and machine learning for science. In light of the recent COVID-19 outbreak, we also plan to have a special emphasis on non-stationary dynamics, causal inference, and their applications to public health at our workshop.