Math and ML Reading Group - Spring Semester 2024
Welcome to our series of talks regarding mathematical foundation of neural networks and machine learning. Below is the schedule for the upcoming semester.
Location: Evans 762 from 2 pm to 3 pm on Fridays (Zoom upon request). To access Zoom sessions, please email me.
Organizers: Franny Dean, Lewis Pan, and Maksym Zubkov.
Goals: These reading group aim to delve deep into the latest advancements in mathematical foundation of machine learning and neural networks.
Below are the possible articles we're considering:
| # | Date | Topic | Speaker | Links |
|---|---|---|---|---|
| 1 | February 9 | Organizational meeting | ||
| 2 | February 16 | Geometry of Deep Polynomial Neural Networks | Maksym Zubkov | Recording, code |
| 3 | February 23 |
Deep Learning Essentials: From Universal Approximation to Backpropagation and Beyond |
Joshua Benjamin | Recording, code |
| 4 | March 1 | AI for Health Inspired by Physics Informed Neural Networks | Franny Dean | |
| 5 | March 8 | Practical Introduction to Classification | Lewis Pan | Zoom |
| 6 | March 15 | TBD | Daniel Chupin | Zoom |
| 7 | March 22 | TBD | TBD | Zoom |
| 8 | March 29 | Discussion Session | Maksym Zubkov | Zoom |
| 9 | April 5 | TBD | Vladimir Baranovsky | Zoom |
| 10 | April 12 | TBD | Anna Vakarova | Zoom |
| 11 | April 19 | TBD | Adam Dhillon | Zoom |
| 12 | April 26 | TBD | Daniel Chupin | Zoom |
| 13 | May 3 |
