conftrace_

dual principal component pursuit

6 papers

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Also known as

DPCP

Co-occurring keywords · papers mentioning both

riemannian subgradient (2) subspace learning (2) non-convex optimization (2) riemannian optimization (2) subspace clustering (2) ℓ1 optimization (1) grassmannian optimization (1) geometric vision (1) hyperplane learning (1) union of hyperplane (1)

Papers

Implicit Bias of Projected Subgradient Method Gives Provable Robust Recovery of Subspaces of Unknown Codimension ICLR 2022 Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms AISTATS 2021 Dual Principal Component Pursuit for Robust Subspace Learning: Theory and Algorithms for a Holistic Approach ICML 2021 Robust Homography Estimation via Dual Principal Component Pursuit CVPR 2020 A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning NeurIPS 2019 Hyperplane Clustering via Dual Principal Component Pursuit ICML 2017