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ECE595ML Lecture 05-2 Gradient Descent and Stochastic Gradient Descent (Stanley Chan) View | |
L5.0 Gradient Descent -- Lecture Overview (Sebastian Raschka) View | |
3.3 Stochastic Gradient Descent (UvA - Machine Learning 1 - 2020) (Erik Bekkers) View | |
5 1 Optimization Gradient descent (Matthieu Bloch) View | |
ECE595ML Lecture 04-2 Optimality and Convexity (Stanley Chan) View | |
18.3 Constant Step Size Stochastic Gradient Descent For Probabilistic Modeling (UAI 2018) View | |
ECE595ML Lecture 04-3 Optimality and Convexity (Stanley Chan) View | |
ECE595ML Lecture 14-3 Logistic Loss and Convexity (Stanley Chan) View | |
Accelerated stochastic gradient ..first-order optimization - Zeyuan Allen-Zhu (Institute for Advanced Study) View | |
[W4-5] proximal gradient descent (Se Young Yun) View |