机器学习中稀疏优化问题和二次规划问题的高效率解法

11971092
2019
A0502.数值代数
于波
面上项目
教授
大连理工大学
52万元
最小二乘问题;稀疏正则化;鞍点问题;二次规划;机器学习
2020-01-01到2023-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 A Lifting-Penalty Method for Quadratic Programming with a Quadratic Matrix Inequality Constraint 期刊论文 Liu Wei;Yang Li;Yu Bo
2 Distributionally Robust Optimization Based on Kernel Density Estimation and Mean-Entropic Value-at-Risk 期刊论文 Wei Liu;Li Yang;Bo Yu
3 A reduced proximal-point homotopy method for large-scale non-convex BQP 期刊论文 Xiubo Liang;Guoqiang Wang;Bo Yu
4 An Iterative Reduction FISTA Algorithm for Large-Scale LASSO 期刊论文 Guoqiang Wang;Wenjian Yu;Xiubo Liang;Yuanqing Wu;Bo Yu
5 Kernel density estimation based distributionally robust mean-CVaR portfolio optimization 期刊论文 Wei Liu;Li Yang;Bo Yu
6 KDE distributionally robust portfolio optimization with higher moment coherent risk 期刊论文 Liu Wei;Yang Li;Yu Bo
7 Chemotaxis driven formation of time periodic pattern and steady state pattern 期刊论文 Chunhua Jin;Xuping Zhang
8 An Inexact Proximal DC Algorithm with Sieving Strategy for Rank Constrained Least Squares Semidefinite Programming 期刊论文 Mingcai Ding;Xiaoliang Song;Bo Yu
9 A multi-level ADMM algorithm for elliptic PDE-constrained optimization problems 期刊论文 Chen Xiaotong;Song Xiaoliang;Chen Zixuan;Yu Bo
10 Unfoldings and the rank-one approximation of the tensor 期刊论文 Xinzhu Zhao;Bo Dong;Bo Yu
11 Finding multiple solutions to elliptic systems with polynomial nonlinearity 期刊论文 Xuping Zhang;Jintao Zhang;Bo Yu
12 Robust Optimization Model with Shared Uncertain Parameters in Multi-Stage Logistics Production and Inventory Process 期刊论文 Lijun Xu;Yijia Zhou;Bo Yu
13 Accessing Information Asymmetry in Peer-to-Peer Lending by Default Prediction from Investors’ Perspective 期刊论文 Xinyuan Wei;Bo Yu;Yao Liu
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