q-fin.PM, stat.ML

Factor-Based Conditional Diffusion Model for Contextual Portfolio Optimization

arXiv:2509.22088v2 Announce Type: replace-cross
Abstract: We propose a novel conditional diffusion model for contextual portfolio optimization that learns the cross-sectional distribution of next-day stock returns conditioned on high-dimensional asset…