Seminar Friday Feb 6, 12:10pm-1:00pm

[Benjamin Landon]

Hello all,

This Friday we will have a probability seminar from 12:10pm-1:00pm in Fields 210.

The data is below

Speaker: Lucas Benigni (U de M)

Title: Spectrum of the Neural Tangent Kernel at the interpolation threshold

Abstract: The Neural Tangent Kernel (NTK) plays a key role in understanding the behavior of wide neural networks, yet its spectral properties in high-dimensional regimes remain subtle. I will present a recent work describing the limiting eigenvalue distribution of the NTK for a two-layer network when the data dimension and parameters count grow at comparable scales. The limit is deterministic and can be expressed using tools from free probability. No prior knowledge of neural networks will be assumed.

[Benjamin Landon]

Hi all,

Just a reminder about the seminar tomorrow at 12:10pm in Fields 210

Ben