Search Results for author:
Found 2 papers, 0 papers with code
Stability and Generalization of Stochastic Compositional Gradient Descent Algorithms
Then, we establish the compositional uniform stability results for two popular stochastic compositional gradient descent algorithms, namely SCGD and SCSC.
An Accelerated Variance-Reduced Conditional Gradient Sliding Algorithm for First-order and Zeroth-order Optimization
The conditional gradient algorithm (also known as the Frank-Wolfe algorithm) has recently regained popularity in the machine learning community due to its projection-free property to solve constrained problems.
Cannot find the paper you are looking for? You can
Submit a new open access paper.
