A Brief Survey on the Approximation Theory for Sequence Modelling
Haotian Jiang, Qianxiao Li, Zhong Li & Shida Wang

Interpolating Between BSDEs and PINNs: Deep Learning for Elliptic and Parabolic Boundary Value Problems
Nikolas Nüsken & Lorenz Richter

Batch Normalization Preconditioning for Stochastic Gradient Langevin Dynamics
Susanna Lange, Wei Deng, Qiang Ye & Guang Lin