Classification and image processing with a semi-discrete scheme for fidelity forced Allen-Cahn on graphs. - Jeremy Budd; Yves van Gennip; Jonas Latz (CoRR, 2020)

Graph Merriman-Bence-Osher as a SemiDiscrete Implicit Euler Scheme for Graph Allen-Cahn Flow. - Jeremy Budd; Yves van Gennip (SIAM J. Math. Anal., 2020)

Provably Convergent Data-Driven Convex-Nonconvex Regularization. - Zakhar Shumaylov; Jeremy Budd; Subhadip Mukherjee; Carola-Bibiane Schönlieb (CoRR, 2023)

Joint Reconstruction-Segmentation on Graphs. - Jeremy Budd; Yves van Gennip; Jonas Latz; Simone Parisotto; Carola-Bibiane Schönlieb (SIAM J. Imaging Sci., 2023)

Weakly Convex Regularisers for Inverse Problems: Convergence of Critical Points and Primal-Dual Optimisation. - Zakhar Shumaylov; Jeremy Budd; Subhadip Mukherjee; Carola-Bibiane Schönlieb (ICML, 2024)

SplInterp: Improving our Understanding and Training of Sparse Autoencoders. - Jeremy Budd; Javier Ideami; Benjamin Macdowall Rynne; Keith Duggar; Randall Balestriero (CoRR, 2025)