Penghe Zhang

According to our database, Penghe Zhang authored at least 9 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Local Duality for Sparse Support Vector Machines.

Penghe Zhang, Naihua Xiu, Houduo Qi

CoRR, January, 2026

An inexact Newton augmented Lagrangian method for classification involving 0/1 loss.

Penghe Zhang, Naihua Xiu, Houduo Qi

J. Comput. Appl. Math., 2026

2025

Sparse SVM with Hard-Margin Loss: a Newton-Augmented Lagrangian Method in Reduced Dimensions.

Penghe Zhang, Naihua Xiu, Hou-Duo Qi

J. Mach. Learn. Res., 2025

2024

Optimality Conditions and Gradient Descent Newton Pursuit for 0/1-Loss and Sparsity Constrained Optimization.

Dongrui Wang, Hui Zhang, Penghe Zhang, Naihua Xiu

Asia Pac. J. Oper. Res., October, 2024

Zero-One Composite Optimization: Lyapunov Exact Penalty and a Globally Convergent Inexact Augmented Lagrangian Method.

Penghe Zhang, Naihua Xiu, Ziyan Luo

Math. Oper. Res., 2024

Line Loss Anomaly Perception Method Based on MIC-IF Algorithm for Photovoltaic Low-Voltage Transformer Area.

Penghe Zhang, Yining Yang, Runan Song, Bicheng Wang, Jinhao Sheng, Bo Zhao

IEEE Access, 2024

2022

Multinomial logistic regression classifier via lq, 0-proximal Newton algorithm.

Penghe Zhang, Rui Wang, Naihua Xiu

Neurocomputing, 2022

A Detection Method for Group Fixed Ratio Electricity Thieves Based on Correlation Analysis of Non-Technical Loss.

Yining Yang, Runan Song, Yang Xue, Penghe Zhang, Yuejie Xu, Jinping Kang, Haisen Zhao

IEEE Access, 2022

Multi-label co-occurrence network for stealing electricity type detection and research on forensics sequence rules.

Runan Song, Yang Xue, Penghe Zhang, Yining Yang, Cong Wang

Proceedings of the 5th International Conference on Algorithms, 2022