:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Hanriot, Vítor M., Torres, Luiz C. B., Braga, Antônio P.
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	https://arxiv.org/abs/2512.13410
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Large margin classifier with graph-based adaptive regularization
by: Hanriot, Vítor M., et al.
Published: (2026)

Unified Binary and Multiclass Margin-Based Classification
by: Wang, Yutong, et al.
Published: (2023)

A Robust Twin Parametric Margin Support Vector Machine for Multiclass Classification
by: De Leone, Renato, et al.
Published: (2023)

Aligning Multiclass Neural Network Classifier Criterion with Task Performance Metrics
by: Li, Deyuan, et al.
Published: (2024)

Wasserstein Distributionally Robust Multiclass Support Vector Machine
by: Ibrahim, Michael, et al.
Published: (2024)

Performance Analysis of Quantum Support Vector Classifiers and Quantum Neural Networks
by: Villalba-Ferreiro, Tomás, et al.
Published: (2025)

Disparate Conditional Prediction in Multiclass Classifiers
by: Sabato, Sivan, et al.
Published: (2022)

Granular Ball K-Class Twin Support Vector Classifier
by: Ganaie, M. A., et al.
Published: (2024)

Single-Qudit Quantum Neural Networks for Multiclass Classification
by: Souza, Leandro C., et al.
Published: (2025)

Efficient and Noise-Tolerant PAC Learning of Multiclass Linear Classifiers
by: Adhikari, Rita, et al.
Published: (2026)

A Margin-based Multiclass Generalization Bound via Geometric Complexity
by: Munn, Michael, et al.
Published: (2024)

Multi-class Support Vector Machine with Maximizing Minimum Margin
by: Hao, Zhezheng, et al.
Published: (2023)

Support Vector Machine Classifier with Rescaled Huberized Pinball Loss
by: Diao, Shibo
Published: (2025)

Fair Mixed Effects Support Vector Machine
by: Burgard, Jan Pablo, et al.
Published: (2024)

Weighted MCC: A Robust Measure of Multiclass Classifier Performance for Observations with Individual Weights
by: Cortez, Rommel, et al.
Published: (2025)

Super-fast Rates of Convergence for Neural Network Classifiers under the Hard Margin Condition
by: Tepakbong, Nathanael, et al.
Published: (2025)

Optimal Control of Multiclass Fluid Queueing Networks: A Machine Learning Approach
by: Bertsimas, Dimitris, et al.
Published: (2023)

Convex Relaxation for Solving Large-Margin Classifiers in Hyperbolic Space
by: Yang, Sheng, et al.
Published: (2024)

MaxMin-L2-SVC-NCH: A Novel Approach for Support Vector Classifier Training and Parameter Selection
by: Luo, Linkai, et al.
Published: (2023)

Convex Loss Functions for Support Vector Machines (SVMs) and Neural Networks
by: Portera, Filippo
Published: (2026)

Divide et Calibra: Multiclass Local Calibration via Vector Quantization
by: Barbera, Cesare, et al.
Published: (2026)

A Mathematical Optimization Approach to Multisphere Support Vector Data Description
by: Blanco, Víctor, et al.
Published: (2025)

Ensemble Deep Random Vector Functional Link Neural Network Based on Fuzzy Inference System
by: Sajid, M., et al.
Published: (2024)

Enhanced Feature Based Granular Ball Twin Support Vector Machine
by: Quadir, A., et al.
Published: (2024)

Conditional Forecasting of Margin Calls using Dynamic Graph Neural Networks
by: Citterio, Matteo, et al.
Published: (2024)

Multiclass ROC
by: Wang, Liang, et al.
Published: (2024)

A Multiclass ROC Curve
by: Giudici, Paolo, et al.
Published: (2025)

A Unified Optimization Framework for Multiclass Classification with Structured Hyperplane Arrangements
by: Blanco, Víctor, et al.
Published: (2025)

Unifying Adversarial Perturbation for Graph Neural Networks
by: Yang, Jinluan, et al.
Published: (2025)

Graph Embedded Intuitionistic Fuzzy Random Vector Functional Link Neural Network for Class Imbalance Learning
by: Ganaie, M. A., et al.
Published: (2023)

Exploiting the Structure of Two Graphs with Graph Neural Networks
by: Tenorio, Victor M., et al.
Published: (2024)

Prompt-based Unifying Inference Attack on Graph Neural Networks
by: Wei, Yuecen, et al.
Published: (2024)

A Novel Convolutional Neural Network-Based Framework for Complex Multiclass Brassica Seed Classification
by: Elfatimia, Elhoucine, et al.
Published: (2025)

Unit Commitment Predictor With a Performance Guarantee: A Support Vector Machine Classifier
by: Pourahmadi, Farzaneh, et al.
Published: (2023)

Efficient Graph Coloring with Neural Networks: A Physics-Inspired Approach for Large Graphs
by: Colantonio, Lorenzo, et al.
Published: (2024)

Compact Yet Highly Accurate Printed Classifiers Using Sequential Support Vector Machine Circuits
by: Sertaridis, Ilias, et al.
Published: (2025)

Comparative Analysis of Quantum and Classical Support Vector Classifiers for Software Bug Prediction: An Exploratory Study
by: Nadim, Md, et al.
Published: (2025)

Graph Coordinates and Conventional Neural Networks -- An Alternative for Graph Neural Networks
by: Qin, Zheyi, et al.
Published: (2023)

On the Power of Graph Neural Networks and Feature Augmentation Strategies to Classify Social Networks
by: Guettala, Walid, et al.
Published: (2024)

Multi-Task Learning Based on Support Vector Machines and Twin Support Vector Machines: A Comprehensive Survey
by: Bazikar, Fatemeh, et al.
Published: (2025)