Search Results for author:
Found 3 papers, 0 papers with code
A Manifold Proximal Linear Method for Sparse Spectral Clustering with Application to Single-Cell RNA Sequencing Data Analysis
This paper considers a widely adopted model for SSC, which can be formulated as an optimization problem over the Stiefel manifold with nonsmooth and nonconvex objective.
Zeroth-Order Algorithms for Nonconvex Minimax Problems with Improved Complexities
We establish that under the SGC assumption, the complexities of the stochastic algorithms match that of deterministic algorithms.
Nonconvex Stochastic Nested Optimization via Stochastic ADMM
We consider the stochastic nested composition optimization problem where the objective is a composition of two expected-value functions.
Cannot find the paper you are looking for? You can
Submit a new open access paper.
