YoVDO

Mathematical Problems in Machine Learning - Lecture 4/4

Offered By: IPhT-TV via YouTube

Tags

Machine Learning Courses Neural Networks Courses Information Theory Courses Computational Complexity Courses Probabilistic Methods Courses Statistical Learning Theory Courses High-dimensional Statistics Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore advanced mathematical problems in machine learning through this comprehensive lecture, the fourth in a series by Andrea Montanari. Delve into complex concepts and theories that underpin modern ML techniques over the course of two hours and six minutes. Gain valuable insights into the mathematical foundations crucial for understanding and advancing machine learning algorithms and applications.

Syllabus

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


Taught by

IPhT-TV

Related Courses

Statistical Machine Learning
Eberhard Karls University of Tübingen via YouTube The Information Bottleneck Theory of Deep Neural Networks
Simons Institute via YouTube Interpolation and Learning With Scale Dependent Kernels
MITCBMM via YouTube Statistical Learning Theory and Applications - Class 16
MITCBMM via YouTube Statistical Learning Theory and Applications - Class 6
MITCBMM via YouTube