Mathematical Foundations of Optimisation in Data Science

TGMW77

24 November 2020 to 24 November 2020

The application is closed

Timetable

Tuesday 24th November 2020
12:40 to 12:45	Zoom room open, informal networking	Centre for Mathematical Sciences
12:45 to 13:00	Camilla Schlepe GAM Investments ; Carola-Bibiane Schönlieb University of Cambridge Introduction	Centre for Mathematical Sciences
13:00 to 13:30	Russell Luke Universität Göttingen Feasibility Models: From Nanoscale Photonic Imaging to Randomized Algorithms for Machine Learning	Centre for Mathematical Sciences
13:30 to 14:00	Coralia Cartis University of Oxford Dimensionality Reduction Techniques for Large Scale Optimization	Centre for Mathematical Sciences
14:00 to 14:30	Chris Rogers University of Cambridge Dynamic Programming and Machine Learning	Centre for Mathematical Sciences
14:30 to 14:45	Break	Centre for Mathematical Sciences
14:45 to 15:00	Oisin Faust Cantab Capital Institute for the Mathematics of Information Chair: Alberto Coca (Cantab Capital Institute for the Mathematics of Information) Proving Logarithmic Sobolev Inequalities using Sums of Squares	Centre for Mathematical Sciences
15:00 to 15:15	Dominic Wynter Cantab Capital Institute for the Mathematics of Information Chair: Alberto Coca (Cantab Capital Institute for the Mathematics of Information) Mean Field Limits and Hilbert's Sixth Problem	Centre for Mathematical Sciences
15:15 to 15:30	Paolo Campodonico Cantab Capital Institute for the Mathematics of Information Chair: Alberto Coca (Cantab Capital Institute for the Mathematics of Information) On instabilities in Deep Learning for Inverse Problems	Centre for Mathematical Sciences
15:30 to 15:45	Chair: Alberto Coca (Cantab Capital Institute for the Mathematics of Information) Break	Centre for Mathematical Sciences
15:45 to 16:15	Silvia Gazzola University of Bath Introducing a New Class of Low-rank Solvers	Centre for Mathematical Sciences
16:15 to 16:45	Hamza Fawzi Massachusetts Institute of Technology Large-Scale Optimization with Positive Semidefinite Matrices	Centre for Mathematical Sciences

Speakers

Paolo Campodonico Cantab Capital Institute for the Mathematics of Information
Coralia Cartis University of Oxford
Oisin Faust Cantab Capital Institute for the Mathematics of Information
Hamza Fawzi Massachusetts Institute of Technology
Silvia Gazzola University of Bath
Russell Luke Universität Göttingen
Chris Rogers University of Cambridge
Camilla Schlepe GAM Investments
Carola-Bibiane Schönlieb University of Cambridge
Dominic Wynter Cantab Capital Institute for the Mathematics of Information

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