2 papers
math.PR2026
Quantitative convergence rates for extended mean field games with volatility control
Erhan Bayraktar, Hiroaki Horikawa
We investigate the convergence of symmetric stochastic differential games with interactions via control, where the volatility terms of both idiosyncratic and common noises are cont…
cs.LG2026
Entropy-Based Dimension-Free Convergence and Loss-Adaptive Schedules for Diffusion Models
Ahmad Aghapour, Erhan Bayraktar, Ziqing Zhang
Diffusion generative models synthesize samples by discretizing reverse-time dynamics driven by a learned score (or denoiser). Existing convergence analyses of diffusion models typi…