11 citations · 46 across the 18 of their papers we have counts for
5 papers · 1 filter
A matrix-free interior point continuous trajectory for linearly constrained convex programming
Xun Qian, Li-Zhi Liao, Jie Sun
Interior point methods for solving linearly constrained convex programming involve a variable projection matrix at each iteration to deal with the linear constraints. This matrix o…
A Stochastic Block-coordinate Proximal Newton Method for Nonconvex Composite Minimization
Hong Zhu, Xun Qian
This paper presents a stochastic block-coordinate proximal Newton method for minimizing the sum of a blockwise Lipschitz-continuously differentiable function and a separable nonsmo…
Deep Learning for Multi-Country GDP Prediction: A Study of Model Performance and Data Impact
Huaqing Xie, Xingcheng Xu, Fangjia Yan +2
GDP is a vital measure of a country's economic health, reflecting the total value of goods and services produced. Forecasting GDP growth is essential for economic planning, as it h…
DocReLM: Mastering Document Retrieval with Language Model
Gengchen Wei, Xinle Pang, Tianning Zhang +5
With over 200 million published academic documents and millions of new documents being written each year, academic researchers face the challenge of searching for information withi…
Communication-Efficient Distributed Learning with Local Immediate Error Compensation
Yifei Cheng, Li Shen, Linli Xu +6
Gradient compression with error compensation has attracted significant attention with the target of reducing the heavy communication overhead in distributed learning. However, exis…