Cover Image

Constraint-Reduced MILP with Local Outlier Factor Modeling for Plausible Counterfactual Explanations in Credit Approval

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Thanh, Trung Nguyen, Thu, Huyen Giang Thi, Quy, Tai Le, Ban, Ha-Bang
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

An Experimental Study on Fairness-aware Machine Learning for Credit Scoring Problems
by: Thu, Huyen Giang Thi, et al.
Published: (2024)

FairFinGAN: Fairness-aware Synthetic Financial Data Generation
by: Quy, Tai Le, et al.
Published: (2026)

Modifiable Geriatric Risk Factors Identified by CGA Predict Adverse Outcomes in Frail Vietnamese Older Adults: A 12‐Month Longitudinal Study
by: Huong Thi Mai Nguyen, et al.
Published: (2026)

Fostering Autonomous Learning through Padlet Integration In EFL Writing at a Vietnamese Public High School
by: Nguyen Thi Thu Hien, et al.
Published: (2025)

Efficient Microwave‐Assisted Synthesis of α,β ‐Unsaturated Ketones Based on a Pyrano[2,3‐f]chromene‐4,8‐dione Scaffold
by: Ngoc Thanh Nguyen, et al.
Published: (2026)

Theoretical investigation of 2,3,7,8‐tetrachlorodibenzo‐p‐dioxin adsorption on pristine and iron‐modified carbon nanotubes
by: Pham Thi Be, et al.
Published: (2026)

Strict‐LMI Criteria for Mittag–Leffler Stability With H∞ Performance in Nonlinear Large‐Scale Singular Fractional‐Order Systems
by: Nguyen Thi Huong Giang, et al.
Published: (2026)

Explicit Credit Assignment through Local Rewards and Dependence Graphs in Multi-Agent Reinforcement Learning
by: Le, Bang Giang, et al.
Published: (2026)

TUG and Six‐Minute Walk Test in Vietnamese Community‐Dwelling Elderly
by: Luc Viet Tran, et al.
Published: (2025)

Plausible Counterfactual Explanations of Recommendations
by: Černý, Jakub, et al.
Published: (2025)

Chemical Constituents, Biological Activities and Molecular Docking Studies of Root and Aerial Part Essential Oils from Erigeron sublyratus Roxb. ex DC. (Asteraceae)
by: Nguyen Thi Giang An, et al.
Published: (2024)

Resolve Highway Conflict in Multi-Autonomous Vehicle Controls with Local State Attention
by: Ta, Xuan Duy, et al.
Published: (2025)

Natural Occurrence, Morpho‐Molecular Characteristics, and Pathogenicity of Fusarium spp. Associated With Chrysanthemum Wilt in Vietnam
by: Dung Le, et al.
Published: (2024)

Counterfactual Training: Teaching Models Plausible and Actionable Explanations
by: Altmeyer, Patrick, et al.
Published: (2026)

Synthesis and textural characterization of Mn‐doped GdFeO3 perovskite for enhancement photo‐Fenton degradation of dye
by: Thi Thu Huyen Nguyen, et al.
Published: (2024)

Annual CO 2 Emissions Forecasting in Vietnam Using a PCA‐Stacked Bidirectional LSTM Model
by: Ha Thi Thu Nguyen
Published: (2026)

Current Situation and Solutions to Improve the Quality of Non-Specialized English Teaching at Universities in Vietnam
by: Tran Thi Quy Thu,
Published: (2025)

Probabilistically Plausible Counterfactual Explanations with Normalizing Flows
by: Wielopolski, Patryk, et al.
Published: (2024)

Irregular antibodies in paediatric haematological disorders: Prevalence and characteristics from a Vietnamese tertiary centre
by: Tung Quang Nguyen, et al.
Published: (2026)

NOWJ@COLIEE 2025: A Multi-stage Framework Integrating Embedding Models and Large Language Models for Legal Retrieval and Entailment
by: Nguyen, Hoang-Trung, et al.
Published: (2025)

Unifying Perspectives: Plausible Counterfactual Explanations on Global, Group-wise, and Local Levels
by: Furman, Oleksii, et al.
Published: (2024)

Hydrogel Based on Cellulose and Mangosteen Rind Extract With Antibacterial Activity: Preparation and Characterization
by: Ha Thu Nguyen, et al.
Published: (2025)

Design and Synthesis of Novel β‐Carboline‐Bisindole Hybrids as Potential Anticancer Agents
by: Nguyen Thi Thanh Huyen, et al.
Published: (2024)

FACROC: a fairness measure for FAir Clustering through ROC curves
by: Quy, Tai Le, et al.
Published: (2025)

Thermally Induced Shape‐Memory Poly(ε‐Caprolactone)/poly(ethylene glycol)/benzophenone Fiber Membrane as a Dual‐Functional Smart Packaging Material
by: Le Thi Le, et al.
Published: (2026)

Associated primes of the second power of closed neighborhood ideals of graphs
by: Hien, Ha Thi Thu, et al.
Published: (2025)

Associated primes of powers of closed neighborhood ideals and diameters of graphs
by: Hien, Ha Thi Thu, et al.
Published: (2026)

A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures
by: Nguyen, Thanh Tam, et al.
Published: (2024)

The Effectiveness of Macroprudential Policies on Credit Growth in Vietnam
by: Thi Thu Hong Dinh, et al.
Published: (2025)

Effect of oxidation on physicochemical characteristics of thermoplastic canna starch
by: Thi Thu Ha Pham, et al.
Published: (2024)

Molecular Characterization and Genetic Diversity of Isolated Foot‐and‐Mouth Disease Viruses Circulating in Cattle in The Mekong Delta Provinces, Vietnam
by: Nguyen Phuc Khanh, et al.
Published: (2025)

Factors Affecting CO2 Emission in Vietnam: A Panel Data Analysis
by: Le Trung Thanh
Published: (2017)

The $p$-adic zeta function of a plane curve singularity
by: Hoang, Huyen Trang, et al.
Published: (2024)

Factors Affecting Customers' Intention and Use Behavior Toward Digital Banking Services in Vietnam
by: Dr. Pham Thi Huyen, et al.
Published: (2026)

From Top-1 to Top-K: A Reproducibility Study and Benchmarking of Counterfactual Explanations for Recommender Systems
by: Nguyen, Quang-Huy, et al.
Published: (2026)

Predictive Models based on Deep Learning Algorithms for Tensile Deformation of AlCoCuCrFeNi High-entropy alloy
by: Nguyen, Hoang-Giang, et al.
Published: (2024)

The $γb\overline{b}$ production via $γ^{*}γ^{*}$ collisions at the ILC and LHC
by: Giang, Bui Thi Ha
Published: (2023)

Xanthine oxidase and nitric oxide inhibitory activities of compounds isolated from Gomphrena celosioides
by: Ngo Van Quang, et al.
Published: (2024)

Generating Feasible and Plausible Counterfactual Explanations for Outcome Prediction of Business Processes
by: Stevens, Alexander, et al.
Published: (2024)

Optimization of Phenolic‐ and Saponin‐Enriched Extraction From Pandanus tectorius Fruit Using Box–Behnken Design and Evaluation of Their Bioactivities
by: Do Hoang Giang, et al.
Published: (2025)