2025
Distributed Retraction-Free and Communication-Efficient Optimization on the Stiefel Manifold
ICML 2025poster
Optimization problems on the Stiefel manifold, ranging from principal component analysis to enhancing neural network robustness, are ubiquitous in machine learning. The Landing algorithm avoids computationally expensive retraction operations on manifolds, making it highly competitive for large-scale…