Workshop
Numerical optimal transport
David Bourne, Luca Nenna, Marie-Therese Wolfram and 1 more
About
Although optimal transport theory has advanced greatly since the 1980s, its numerical side remains young: Sinkhorn's algorithm dates from 2013, damped Newton methods from the mid-2010s, and the community has yet to settle on standard software libraries. Many algorithms still lack a complete theory of convergence, stability and error estimates. The workshop brings together researchers who design, implement and analyse optimal transport algorithms with practitioners applying them in data science and the natural sciences, to identify and address the field's needs.
Topics
Organisers
- David Bourne, Heriot-Watt University
- Luca Nenna, Université Paris-Saclay; INRIA Saclay - Île-de-France
- Marie-Therese Wolfram, University of Warwick
- Quentin Mérigot, Université Paris-Saclay; ENS - Paris
Details
Location
52.20953, 0.10286Isaac Newton Institute for Mathematical Sciences, Cambridge, United Kingdom
Organisations
Isaac Newton Institute for Mathematical Sciences
Host