Nathan Mankovich

14 papers A* 4A 1Journal 9
YearRankTypeTitle / Venue / Authors
2025 A* conf
A Flag Decomposition for Hierarchical Datasets.
CVPR
Nathan Mankovich, Ignacio Santamaría, Gustau Camps-Valls, Tolga Birdal
2025 J jnl
A Flag Decomposition for Hierarchical Datasets.
CoRR
Nathan Mankovich, Ignacio Santamaría, Gustau Camps-Valls, Tolga Birdal
2025 J jnl
Dimensionality Reduction for Remote Sensing Data Analysis: A Systematic Review of Methods and Applications.
CoRR
Nathan Mankovich, Kai-Hendrik Cohrs, Homer Durand, Vasileios Sitokonstantinou, Tristan Williams, Gustau Camps-Valls
2025 A conf
Out-of-distribution robustness for multivariate analysis via causal regularisation.
AISTATS
Homer Durand, Gherardo Varando, Nathan Mankovich, Gustau Camps-Valls
2024 A* conf
Fun with Flags: Robust Principal Directions via Flag Manifolds.
CVPR
Nathan Mankovich, Gustau Camps-Valls, Tolga Birdal
2024 J jnl
Fun with Flags: Robust Principal Directions via Flag Manifolds.
CoRR
Nathan Mankovich, Gustau Camps-Valls, Tolga Birdal
2024 J jnl
Improving generalisation via anchor multivariate analysis.
CoRR
Homer Durand, Gherardo Varando, Nathan Mankovich, Gustau Camps-Valls
2024 J jnl
Optimal codes in the Stiefel manifold.
CoRR
John Jasper, Nathan Mankovich, Dustin G. Mixon
2024 J jnl
Recovering Latent Confounders from High-dimensional Proxy Variables.
CoRR
Nathan Mankovich, Homer Durand, Emiliano Diaz, Gherardo Varando, Gustau Camps-Valls
2023 A* conf
Chordal Averaging on Flag Manifolds and Its Applications.
ICCV
Nathan Mankovich, Tolga Birdal
2023 J jnl
Chordal Averaging on Flag Manifolds and Its Applications.
CoRR
Nathan Mankovich, Tolga Birdal
2022 A* conf
The Flag Median and FlagIRLS.
CVPR
Nathan Mankovich, Emily J. King, Chris Peterson, Michael Kirby
2022 J jnl
The Flag Median and FlagIRLS.
CoRR
Nathan Mankovich, Emily J. King, Chris Peterson, Michael Kirby
2021 J jnl
Randomized Extended Kaczmarz is a Limit Point of Sketch-and-Project.
CoRR
Benjamin Jarman, Nathan Mankovich, Jacob D. Moorman