![[RIKEN AIP PRM Series] Deep Learning Theory Workshop 2025 Day 1 (Aug. 5, 2025) thumbnails](https://img.youtube.com/vi/tn89MqtvuVA/maxresdefault.jpg)
Description
Program: Deep Learning Theory Workshop 2025 Day 1 (Aug. 5, 2025)
＊You can start each talk by clicking the time (h:m:s) before the speaker’s name.
00:00:05 Taiji Suzuki “Opening Remark” and “Overview of deep learning team achievements, and recent developments on learning theory for modern foundation models”
01:03:27 Murat Erdogdu “Learning Quadratic Neural Networks in High Dimensions: SDG Dynamics and Scaling Laws”
01:47:16 Sho Sonoda “Deep Ridgelet Transform: Harmonic Analysis for Deep Neural Network”
02:35:53 Shinho Chewi “DDPM score matching and distribution learning”
03:28:16 Mahdi Soltanolkotabi “One Small Step, One Giant Leap: From Test-Time Tweaks to Global Guarantees”
04:23:45 Denny Wu “Learning shallow neural networks in high dimensions: SGD dynamics and scaling laws”
[day 2] Click here!
[day 3] Click here!
