2 papers
stat.ML2025
A Differentiable Rank-Based Objective For Better Feature Learning
Krunoslav Lehman Pavasovic, David Lopez-Paz, Giulio Biroli +1
In this paper, we leverage existing statistical methods to better understand feature learning from data. We tackle this by modifying the model-free variable selection method, Featu…
cs.LG2025
Optimizing Noise Schedules of Generative Models in High Dimensionss
Santiago Aranguri, Giulio Biroli, Marc Mezard +1
Recent works have shown that diffusion models can undergo phase transitions, the resolution of which is needed for accurately generating samples. This has motivated the use of diff…