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On the Convergence of Stochastic Gradient Descent with Low-Rank Projections for Convex Low-Rank (COLT)  View

Convergence of algorithm, stochastic gradient descent, noise in gradient computation, large datasets (Euprime)  View

Accelerating Stochastic Gradient Descent for Least Squares Regression (COLT)  View

Averaged Stochastic Gradient Descent on Riemannian Manifolds (COLT)  View

Boosting Frank-Wolfe by Chasing Gradients (Machine Learning Center at Georgia Tech)  View

On the Regret Minimization of Nonconvex Online Gradient Ascent for Online PCA (COLT)  View

Incomplete gradient projection (Lewis Mitchell)  View

Trainable Projected Gradient Method for Robust Fine-tuning CVPR2023 (Junjiao Tian)  View

Optimization in Machine Learning - Evolutionary Algorithms - CMA-ES Wrap Up (Statistical Learning and Data Science)  View

The Most Cited Paper of the Decade – Can We Learn from It (ChuScience)  View

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