Qi, Hou-Duo
- Sparse SVM with Hard-Margin Loss: a Newton-Augmented Lagrangian Method in Reduced Dimensions
2023/07/30 by Zhang, Penghe, Xiu, Naihua, Qi, Hou-Duo · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- Analytic analysis of the worst-case complexity of the gradient method with exact line search and the Polyak stepsize
2024/07/06 by Huang, Ya-Kui, Qi, Hou-Duo · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- Randomized iterative methods for generalized absolute value equations: Solvability and error bounds
2024/05/07 by Jiaxin Xie, Houduo Qi, Xie, Jiaxin +3 · 2 citations
Computer Science · #Neural Networks and Applications #Stochastic Gradient Optimization Techniques #Matrix Theory and Algorithms