04:00
2026-10-12
machinebrief.com
machine-learning
Transformer-Based Masked Diffusion Models Provably Learn Distributions with Latent Structure
A new arXiv paper (2610.12544v1) establishes end-to-end statistical guarantees showing that transformer-based masked diffusion models (MDMs) learn structured distributions with sample complexity goverβ¦