Shreyas Jha

One-Step Generative Surrogate Models via Block-Triangular Joint Drifting

Drifting provides a direct route to one-step generative models, but applying it directly to stochastic transition modeling requires multiple samples of the next state conditioned on the same current state. Standard trajectory data, however, typically provide only one realized next state for each observed current state...