Hou-Duo Qi

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 15

Top Topics

Euclidean Distance

Top Venues

Comput. Optim. Appl.

IEEE Trans. Signal Process.

Math. Program. Comput.

Publications

Deliang Yang, Hou-Duo Qi
Supervised maximum variance unfolding. Mach. Learn. 113 (9) (2024)
Shaoyan Guo, Hou-Duo Qi, Liwei Zhang
Perturbation analysis of the euclidean distance matrix optimization problem and its numerical implications. Comput. Optim. Appl. 86 (3) (2023)
Hou-Duo Qi
Geometric Characterization of Maximum Diversification Return Portfolio via Rao's Quadratic Entropy. SIAM J. Financial Math. 14 (2) (2023)
Jian Shen, Jein-Shan Chen, Hou-Duo Qi, Naihua Xiu
A penalized method of alternating projections for weighted low-rank hankel matrix optimization. Math. Program. Comput. 14 (3) (2022)
Shenglong Zhou, Naihua Xiu, Hou-Duo Qi
Global and Quadratic Convergence of Newton Hard-Thresholding Pursuit. J. Mach. Learn. Res. 22 (2021)
Shenglong Zhou, Lili Pan, Naihua Xiu, Hou-Duo Qi
Quadratic Convergence of Smoothing Newton's Method for 0/1 Loss Optimization. SIAM J. Optim. 31 (4) (2021)
Hongxin Zhao, Lingchen Kong, Hou-Duo Qi
-norm regularization. Comput. Optim. Appl. 80 (3) (2021)
Hou-Duo Qi
On the long-only minimum variance portfolio under single factor model. Oper. Res. Lett. 49 (5) (2021)
Yue Lu, Ching-Yu Yang, Jein-Shan Chen, Hou-Duo Qi
The decompositions with respect to two core non-symmetric cones. J. Glob. Optim. 76 (1) (2020)
Shenglong Zhou, Naihua Xiu, Hou-Duo Qi
Robust Euclidean embedding via EDM optimization. Math. Program. Comput. 12 (3) (2020)
Lingchen Kong, Chuanqi Qi, Hou-Duo Qi
Classical Multidimensional Scaling: A Subspace Perspective, Over-Denoising, and Outlier Detection. IEEE Trans. Signal Process. 67 (14) (2019)
Shenglong Zhou, Naihua Xiu, Hou-Duo Qi
A Fast Matrix Majorization-Projection Method for Penalized Stress Minimization With Box Constraints. IEEE Trans. Signal Process. 66 (16) (2018)
Chao Ding, Hou-Duo Qi
Convex optimization learning of faithful Euclidean distance representations in nonlinear dimensionality reduction. Math. Program. 164 (1-2) (2017)
Chao Ding, Hou-Duo Qi
Convex Euclidean distance embedding for collaborative position localization with NLOS mitigation. Comput. Optim. Appl. 66 (1) (2017)
Hou-Duo Qi
A Convex Matrix Optimization for the Additive Constant Problem in Multidimensional Scaling with Application to Locally Linear Embedding. SIAM J. Optim. 26 (4) (2016)
Chao Ding, Hou-Duo Qi
A Computable Characterization of the Extrinsic Mean of Reflection Shapes and Its Asymptotic Properties. Asia Pac. J. Oper. Res. 32 (1) (2015)
Shuanghua Bai, Hou-Duo Qi, Naihua Xiu
Constrained Best Euclidean Distance Embedding on a Sphere: A Matrix Optimization Approach. SIAM J. Optim. 25 (1) (2015)
Chao Ding, Hou-Duo Qi
Convex Optimization Learning of Faithful Euclidean Distance Representations in Nonlinear Dimensionality Reduction. CoRR (2014)
Hou-Duo Qi, Xiaoqi Yang
Armijo Newton method for convex best interpolation. Optim. Methods Softw. 21 (2) (2006)