Imagen de Portada

Combinatorial Approaches for Embedded Feature Selection in Nonlinear SVMs

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	D'Onofrio, Federico, Faenza, Yuri, Palagi, Laura
Formato:	Preprint
Publicado:	2025
Materias:	Optimization and Control
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Feature selection in linear SVMs via a hard cardinality constraint: a scalable SDP decomposition approach
por: Bomze, Immanuel, et al.
Publicado: (2024)

Minimum Cut Representability of Stable Matching Problems
por: Faenza, Yuri, et al.
Publicado: (2025)

CMA Light: a novel Minibatch Algorithm for large-scale non convex finite sum optimization
por: Coppola, Corrado, et al.
Publicado: (2023)

Linear Programming Hierarchies Collapse under Symmetry
por: Faenza, Yuri, et al.
Publicado: (2025)

Benders decomposition for congested partial set covering location with uncertain demand
por: Calamita, Alice, et al.
Publicado: (2024)

Unboxing Tree Ensembles for interpretability: a hierarchical visualization tool and a multivariate optimal re-built tree
por: Di Teodoro, Giulia, et al.
Publicado: (2023)

Computational issues in Optimization for Deep networks
por: Coppola, Corrado, et al.
Publicado: (2024)

Beyond adaptive gradient: Fast-Controlled Minibatch Algorithm for large-scale optimization
por: Coppola, Corrado, et al.
Publicado: (2024)

On the Existence of Koopman Linear Embeddings for Controlled Nonlinear Systems
por: Shang, Xu, et al.
Publicado: (2026)

Willems' Fundamental Lemma for Nonlinear Systems with Koopman Linear Embedding
por: Shang, Xu, et al.
Publicado: (2024)

Online Tracking with Predictions for Nonlinear Systems with Koopman Linear Embedding
por: Pai, Chih-Fan, et al.
Publicado: (2026)

Enhancing GNNs Performance on Combinatorial Optimization by Recurrent Feature Update
por: Pugacheva, Daria, et al.
Publicado: (2024)

Efficient Nonlinear MPC by Leveraging LPV Embedding and Sequential Quadratic Programming
por: Karachalios, Dimitrios S., et al.
Publicado: (2024)

Best Subset Selection: Optimal Pursuit for Feature Selection and Elimination
por: Zhu, Zhihan, et al.
Publicado: (2025)

Feature Selection for Data-driven Explainable Optimization
por: Aigner, Kevin-Martin, et al.
Publicado: (2025)

Neural Solver Selection for Combinatorial Optimization
por: Gao, Chengrui, et al.
Publicado: (2024)

Convergence of ease-controlled Random Reshuffling gradient Algorithms under Lipschitz smoothness
por: Seccia, Ruggiero, et al.
Publicado: (2022)

Combinatorial Admissibility in Control-Affine Networks
por: Zelazo, Daniel, et al.
Publicado: (2026)

A Geometric Approach to Feedback Stabilization of Nonlinear Systems with Drift
por: Michalska, Hannah, et al.
Publicado: (2026)

Stochastic Error Bounds in Nonlinear Model Predictive Control with Gaussian Processes via Parameter-Varying Embeddings
por: Karachalios, Dimitrios S., et al.
Publicado: (2024)

A Dual Koopman Approach to Observer Design for Nonlinear Systems
por: Mohet, Judicaël, et al.
Publicado: (2025)

Iterative Belief Propagation for Sparse Combinatorial Optimization
por: Reifenstein, Sam, et al.
Publicado: (2024)

Ensemble Kalman Inversion for Constrained Nonlinear MPC: An ADMM-Splitting Approach
por: Khalil, Ahmed, et al.
Publicado: (2025)

An ANN-Enhanced Approach for Flatness-Based Constrained Control of Nonlinear Systems
por: Do, Huu-Thinh, et al.
Publicado: (2025)

Combinatorial Control Barrier Functions: Nested Boolean and p-choose-r Compositions of Safety Constraints
por: Ong, Pio, et al.
Publicado: (2025)

A Kernelized Operator Approach to Nonlinear Data-Enabled Predictive Control
por: de Jong, Thomas, et al.
Publicado: (2025)

An Empirical Quantile Estimation Approach to Nonlinear Optimization Problems with Chance Constraints
por: Luo, Fengqiao, et al.
Publicado: (2022)

Combinatorial Optimization and Machine Learning for Dynamic Inventory Routing
por: Greif, Toni, et al.
Publicado: (2024)

Combinatorial Disjunctive Constraints for Obstacle Avoidance in Path Planning
por: Garcia, Raul, et al.
Publicado: (2023)

Virtual Contraction Approach to Decentralized Adaptive Stabilization of Nonlinear Time-Delayed Networks
por: Kawano, Yu, et al.
Publicado: (2025)

Coherency Analysis in Nonlinear Heterogeneous Power Networks: A Blended Dynamics Approach
por: Liu, Yixuan, et al.
Publicado: (2025)

Unsupervised Feature Selection via Nonnegative Orthogonal Constrained Regularized Minimization
por: Li, Yan, et al.
Publicado: (2024)

A Cardinality-Constrained Approach to Combinatorial Bilevel Congestion Pricing
por: Guo, Lei, et al.
Publicado: (2024)

A Combinatorial Optimisation Approach to Multi-factorial Gap-filling in Genome-scale Metabolic Models (GEMs)
por: Kilby, Philip, et al.
Publicado: (2026)

Stabilizing Optimal Control for Nonlinear Stochastic Systems: A Parametric Gradient-Based Approach
por: Ito, Yuji, et al.
Publicado: (2025)

Nonlinear MPC for Feedback-Interconnected Systems: a Suboptimal and Reduced-Order Model Approach
por: Di Gregorio, Stefano, et al.
Publicado: (2025)

Global Optimization for Combinatorial Geometry Problems Revisited in the Era of LLMs
por: Berthold, Timo, et al.
Publicado: (2026)

Robust Combinatorial Optimization Problems Under Budgeted Interdiction Uncertainty
por: Goerigk, Marc, et al.
Publicado: (2023)

A Comparison of Strategies to Embed Physics-Informed Neural Networks in Nonlinear Model Predictive Control Formulations Solved via Direct Transcription
por: Casas, Carlos Andrés Elorza, et al.
Publicado: (2025)

A Nonlinear Perron-Frobenius Approach for Stability and Consensus of Discrete-Time Multi-Agent Systems
por: Deplano, Diego, et al.
Publicado: (2019)