Predictive graph analytics and propagation of information in networks Leveraging graph optimisation tools to understand how news sentiment spreads in a financial network
Wind behaviour prediction for protection of infrastructure Predicting and warning extreme wind behaviour to improve public safety and protect key infrastructure
Statistics and computation Monday 13 Jan 2020 - Tuesday 14 Jan 2020 Time: 10:00 - 17:00 Carola-Bibiane Schönlieb Caroline Uhler Florent Krzakala Francis Bach Garvesh Raskutti Jean-Philippe Vert Lorenzo Rosasco Madeleine Udell Peter Bartlett Rebecca Willett Tamara Broderick Vitaly Feldman
Stable Super-Resolution of Images: A Theoretical Study We study the ubiquitous super-resolution problem, in which one aims at localizing positive point... Eftekhari, Armin, Tamir Bendory, and Gongguo Tang. "Stable Super-Resolution of Images: A Theoretical Study." arXiv preprint arXiv:1805.09513 (2018)
Optimal Execution Strategy Under Price and Volume Uncertainty In the seminal paper on optimal execution of portfolio transactions, Almgren and Chriss define... Vaes, J. and Hauser, R. (2018). Optimal Execution Strategy Under Price and Volume Uncertainty. arXiv:1810.11454 [q-fin.TR].
Machine learning and dynamical systems How do we analyse dynamical systems on the basis of observed data, rather than attempt to study them analytically?
Economic data science How can we use modern computational and statistical methods to analyse economic data?