Boris Hanin's Lectures on Deep Learning
JuNE 24-28, 2024
Univ__Luxembourg_Lectures_June_2024.pdfAll lectures took place in the Maison du Savoir (MSA) in Belval, and were subdivided into three main and two optional lectures.
Here is the schedule:
Main 1 - Introduction to neural networks, Monday 24/6
Main 2 - Shallow networks at infinite width (optimization and neural tangent kernels), Tuesday 25/6
Main 3 - Mean-Field limits, Wednesday 26/6
Optional 1 - Neural networks at infinite depth and width, Thursday 27/6
Optional 2 - Nodal sets of random ReLU networks, Friday 28/6
Click on the manuscript for a draft of the Lecture Notes
Click on the videos to watch the lectures
Link to Boris Hanin's personal Webpage
Tiny Urls to this page: (i) https://tinyurl.com/2yrjxsha, (ii) https://tinyurl.com/borishanin
Boris Hanin Video 1.MP4Boris Hanin Video 2.MP4Boris Hanin Video 3.MP4Boris Hanin Video 4.MP4Boris Hanin Video 5.MP4Videos of Lecture n. 1 (June 24th), Lecture n. 2 (June 25th), Lecture n. 3 (June 26th), Lecture n. 4 (June 27th) and Lecture n. 5 (June 28th).
This event is organized by the Doctoral Training Unit MATHCODA at Luxembourg University through the FNR PRIDE Grant PRIDE21/16747448.
Videos realized by E. de Jonge