##### Department of Mathematics,

University of California San Diego

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### Math 243: Seminar in Functional Analysis

## Scott Atkinson

#### Elder Research

## A discussion of machine learning: neural networks and free probability

##### Abstract:

In this talk we will begin by discussing some of the main concepts of machine learning at a high level. Then we will take a closer look at neural networks. And finally we will discuss an interesting application of free probability to deep learning observed by Pennington-Schoenholz-Ganguli.

Srivatsav Kunnawalkam ElayavallI:

### October 1, 2024

### 11:00 AM

AP&M B412

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