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Masterclass for Optimisation - Professor Coralia Cartis, University of Oxford

Offered By: Alan Turing Institute via YouTube

Tags

Stochastic Optimization Courses Complexity Courses Convex Optimization Courses Compressed Sensing Courses Nonconvex Optimization Courses

Course Description

Overview

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Explore optimization techniques in this comprehensive masterclass led by Professor Coralia Cartis from the University of Oxford. Delve into algorithm development, analysis, and implementation for various problem classes, including linear, convex, nonconvex, smooth/nonsmooth, and stochastic optimization. Learn about the complexity of nonconvex optimization problems, compressed sensing, and parameter estimation for climate modeling. Discover cutting-edge research on optimization methods for problems with imperfect or corrupted information, such as stochastic optimization. Gain insights from Professor Cartis' extensive experience in numerical optimization and her work at prestigious institutions like the University of Oxford, Rutherford Appleton Laboratory, and the University of Edinburgh. This 1 hour and 53-minute lecture, presented by the Alan Turing Institute, offers a deep dive into advanced optimization techniques suitable for large-scale applications in data science and beyond.

Syllabus

Masterclass for optimisation - Professor Coralia Cartis, University of Oxford


Taught by

Alan Turing Institute

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