Apr 16, 2019 · Our results are new and help explain why the filtering-clustering models can be efficiently solved by first-order algorithms. We also provide ...
On Structured Filtering-Clustering: Global Error Bound and Optimal First-Order Algorithms. However, investigations on the computational theory for the ...
Jan 24, 2022 · On Structured Filtering-Clustering: Global Error Bound ... the filtering-clustering models can be efficiently solved by first-order algorithms.
Based on this result, we show that many first-order algorithms attain the optimal rate of convergence in different settings. In particular, we establish a ...
On Structured Filtering-Clustering: Global Error Bound and Optimal First-Order Algorithms ... On Structured Filtering-Clustering: Global Error Bound and Optimal ...
We study the problem of solving strongly convex and smooth unconstrained optimization problems using stochastic first-order algorithms. Stochastic Optimization ...
On Structured Filtering-Clustering: Global Error Bound and Optimal First-Order Algorithms. Nhat Ho, Tianyi Lin, Michael I. Jordan. arXiv (2019) 0 comments. You ...
... optimization algorithms to solve structured filtering-clustering ... On Structured Filtering-Clustering: Global Error Bound and Optimal First-Order Algorithms.
Our results are new and help explain why the filtering-clustering models can be efficiently solved by first-order algorithms. We also provide the detailed ...
On Structured Filtering-Clustering: Global Error Bound and Optimal First-Order Algorithms ... clustering models can be efficiently solved by first-order ...