2 papers
stat.ML2025
Liouville PDE-based sliced-Wasserstein flow
Jayshawn Cooper, Pilhwa Lee
The sliced Wasserstein flow (SWF), a nonparametric and implicit generative gradient flow, is transformed into a Liouville partial differential equation (PDE)-based formalism. First…
cs.LG2025
Meta-reinforcement learning with minimum attention
Shashank Gupta, Pilhwa Lee
Minimum attention applies the least action principle to changes of control concerning state and time, first proposed by Brockett. The involved regularization is highly relevant in…