Convergence of Preconditioned Hamiltonian Monte Carlo on Hilbert Spaces. - Jakiw Pidstrigach (CoRR, 2020)

Score-Based Generative Models Detect Manifolds. - Jakiw Pidstrigach (NeurIPS, 2022)

Infinite-Dimensional Diffusion Models for Function Spaces. - Jakiw Pidstrigach; Youssef M. Marzouk; Sebastian Reich; Sven Wang (CoRR, 2023)

Affine Invariant Ensemble Transform Methods to Improve Predictive Uncertainty in ReLU Networks. - Diksha Bhandari; Jakiw Pidstrigach; Sebastian Reich (CoRR, 2023)

Affine-Invariant Ensemble Transform Methods for Logistic Regression. - Jakiw Pidstrigach; Sebastian Reich (Found. Comput. Math., 2023)

Tweedie Moment Projected Diffusions for Inverse Problems. - Benjamin Boys; Mark Girolami; Jakiw Pidstrigach; Sebastian Reich; Alan Mosca; Ömer Deniz Akyildiz (Trans. Mach. Learn. Res., 2024)

Conditioning Diffusions Using Malliavin Calculus. - Jakiw Pidstrigach; Elizabeth Baker; Carles Domingo-Enrich; George Deligiannidis; Nikolas Nüsken (CoRR, 2025)