Compressed Sensing using Generative Models: Theory and Applications

• • Ajil_Jalal.pdf
• • 2023_05_31-14_00-smr3841.mp4 (File size: 740 MB)

The staircase property and the leap complexity

• • Enric_Boix.pdf
• • 2023_06_01-11_00-smr3841.mp4 (File size: 767 MB)

Geometric Neural Diffusion Processe

• • Emile_Mathieu.pdf
• • emile_mathieu.pdf
• • 2023_05_29-11_45-smr3841.mp4 (File size: 571 MB)

Learning hierarchical compositionality with deep convolutional networks: insights from a Random Hierarchy Model

• • Francesco_Cagnetta.pdf
• • 2023_05_31-09_00-smr3841.mp4 (File size: 513 MB)

Matrix Factorization with Neural Networks of Associative Memory

• • Francesco_Camilli.pdf
• • fcamilli_YHD2023.pdf
• • 2023_05_30-14_00-smr3841.mp4 (File size: 602 MB)

Introduction to Deep Reinforcement Learning with applications in Quantum Control

• • Marin_Bukov.pdf
• • 2023_05_29-14_00-smr3841.mp4 (File size: 584 MB)

High-dimensional Limit Theorems for Stochastic Gradient Descent

• • Reza_Gheissari.pdf
• • 2023_05_30-09_00-smr3841.mp4 (File size: 543 MB)

Implicit regularization and benign overfitting for neural networks in high dimensions

• • Spencer_Frei.pdf
• • frei_benign_kkt_talk_35min.pdf
• • 2023_05_29-09_00-smr3841.mp4 (File size: 554 MB)

Thinking fast with Transformers - Algorithmic Reasoning via Shortcuts

• • Surbhi_Goel.pdf
• • 2023_06_01-09_00-smr3841.mp4 (File size: 510 MB)