Universiteit Leiden

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Lecture

SAILS Lunch Time Seminar: Towards a mathematical foundation of machine learning

Date
Monday 26 April 2021
Time
Address
Online only
Room
Online

Towards a mathematical foundation of machine learning

Recently a lot of progress has been made regarding the theoretical understanding of machine learning methods. One of the very promising directions is the statistical approach, which interprets machine learning as a collection of statistical methods and builds on existing techniques in mathematical statistics to derive theoretical error bounds and to understand phenomena such as overparametrization. The talk surveys this field and describes future challenges.

Meeting link

Please contact Chris Flinterman for the meeting link.

SAILS Lunch Time Seminar

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