A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning

Zhihui Zhu, Tianyu Ding, Daniel Robinson, Manolis Tsakiris, René Vidal

Feb-13-2026, 12:36:16 GMT–Neural Information Processing Systems

Neural Information Processing Systems http://nips.cc/

dist, regularity condition, step size, (12 more...)

Neural Information Processing Systems

Feb-13-2026, 12:36:16 GMT

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Country:
- Asia > Middle East
  - Jordan (0.04)
- North America > Canada (0.04)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning (1.00)
  - Representation & Reasoning > Optimization (0.68)

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A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning

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