3 papers
math.NA2026
On the convergence of doubly stochastic block gradient descent method for linear inverse problems
Yuxin Xia, Zehui Zhou
Stochastic gradient descent (SGD) and randomized block coordinate descent (RBCD) belong to two fundamentally different classes of stochastic iterative regularization methods, and a…
math.NA2026
Stochastic Gradient Descent for Nonlinear Inverse Problems in Banach Spaces
Bangti Jin, Zeljko Kereta, Yuxin Xia
Stochastic gradient descent (SGD) and its variants are widely used and highly effective optimization methods in machine learning, especially for neural network training. By using a…
cs.HC2024
Visual Harmony: Text-Visual Interplay in Circular Infographics
Shuqi He, Yuqing Chen, Yuxin Xia +3
Infographics are visual representations designed for efficient and effective communication of data and knowledge. One crucial aspect of infographic design is the interplay between…