Qi, Hou-Duo

3 publications

JMLR 2025 Sparse SVM with Hard-Margin Loss: A Newton-Augmented Lagrangian Method in Reduced Dimensions Penghe Zhang, Naihua Xiu, Hou-Duo Qi

MLJ 2024 Supervised Maximum Variance Unfolding Deliang Yang, Hou-Duo Qi

JMLR 2021 Global and Quadratic Convergence of Newton Hard-Thresholding Pursuit Shenglong Zhou, Naihua Xiu, Hou-Duo Qi