Quadratic surface support vector machine with L1 norm regularization
From MaRDI portal
Publication:2673397
DOI10.3934/jimo.2021046OpenAlexW3135466309MaRDI QIDQ2673397
Alvin Lim, Ahmad Mousavi, Zheming Gao, Lanshan Han
Publication date: 9 June 2022
Published in: Journal of Industrial and Management Optimization (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1908.08616
binary classificationsupport vector machines (SVM)L1 norm regularizationquadratic support vector machines
Uses Software
Cites Work
- Unnamed Item
- Solution existence and stability of quadratically constrained convex quadratic programs
- Quadratic kernel-free least squares support vector machine for target diseases classification
- Quadratic kernel-free non linear support vector machine
- Uniqueness of solution in linear programming
- High dimensional data classification and feature selection using support vector machines
- Support-vector networks
- A kernel-free double well potential support vector machine with applications
- Robust and sparse portfolio model for index tracking
- A fast \(\ell_1\)-solver and its applications to robust face recognition
- Rescaled pure greedy algorithm for convex optimization
- A new method on gene selection for tissue classification
- Dynamic programming and suboptimal control: a survey from ADP to MPC
- Fuzzy quadratic surface support vector machine based on Fisher discriminant analysis
- Soft Quadratic Surface Support Vector Machine for Binary Classification
- Geometric Methods and Applications
- The Elimination Matrix: Some Lemmas and Applications
- Least Sparsity of $p$-Norm Based Optimization Problems with $p>1$
- Solution uniqueness of convex piecewise affine functions based optimization with applications to constrained ℓ1 minimization
- A survey on compressive sensing: classical results and recent advancements
This page was built for publication: Quadratic surface support vector machine with L1 norm regularization