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Mathematical Problems in Machine Learning - Lecture 2/4

Offered By: IPhT-TV via YouTube

Tags

Machine Learning Courses Neural Networks Courses Computational Complexity Courses Stochastic Processes Courses Convex Optimization Courses Statistical Learning Theory Courses High-dimensional Statistics Courses

Course Description

Overview

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Explore mathematical problems in machine learning through this comprehensive lecture, the second in a four-part series delivered by Andrea Montanari in 2023. Delve into advanced concepts and theoretical foundations that underpin modern machine learning algorithms over the course of 2 hours and 17 minutes. Gain valuable insights into the mathematical challenges and solutions that shape the field of machine learning, enhancing your understanding of the subject's complexities and applications.

Syllabus

Andrea Montanari (2023) - Math. prob. in ML 2/4


Taught by

IPhT-TV

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