Randomized Extended Kaczmarz is a Limit Point of Sketch-and-Project. - Benjamin Jarman; Nathan Mankovich; Jacob D. Moorman (CoRR, 2021)

The Flag Median and FlagIRLS. - Nathan Mankovich; Emily J. King; Chris Peterson 001; Michael Kirby (CVPR, 2022)

Chordal Averaging on Flag Manifolds and Its Applications. - Nathan Mankovich; Tolga Birdal (ICCV, 2023)

Fun with Flags: Robust Principal Directions via Flag Manifolds. - Nathan Mankovich; Gustau Camps-Valls; Tolga Birdal (CVPR, 2024)

Improving generalisation via anchor multivariate analysis. - Homer Durand; Gherardo Varando; Nathan Mankovich; Gustau Camps-Valls (CoRR, 2024)

Recovering Latent Confounders from High-dimensional Proxy Variables. - Nathan Mankovich; Homer Durand; Emiliano Diaz; Gherardo Varando; Gustau Camps-Valls (CoRR, 2024)

Optimal codes in the Stiefel manifold. - John Jasper; Nathan Mankovich; Dustin G. Mixon (CoRR, 2024)

Out-of-distribution robustness for multivariate analysis via causal regularisation. - Homer Durand; Gherardo Varando; Nathan Mankovich; Gustau Camps-Valls (AISTATS, 2025)

A Flag Decomposition for Hierarchical Datasets. - Nathan Mankovich; Ignacio Santamaría; Gustau Camps-Valls; Tolga Birdal (CVPR, 2025)