Machine Learning Fairness in House Price Prediction: A Case Study of America's Expanding Metropolises
Fuente:
arXiv
Guardado en:
| Autores principales: | Almajed, Abdalwahab, Tabar, Maryam, Najafirad, Peyman |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
On the Consistency of Fairness Measurement Methods for Regression Tasks
por: Almajed, Abdalwahab, et al.
Publicado: (2024)
por: Almajed, Abdalwahab, et al.
Publicado: (2024)
A Comprehensive Evaluation of the Sensitivity of Density-Ratio Estimation Based Fairness Measurement in Regression
por: Almajed, Abdalwahab, et al.
Publicado: (2025)
por: Almajed, Abdalwahab, et al.
Publicado: (2025)
Predicting House Rental Prices in Ghana Using Machine Learning
por: Adzanoukpe, Philip
Publicado: (2025)
por: Adzanoukpe, Philip
Publicado: (2025)
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated Text
por: Bethany, Mazal, et al.
Publicado: (2024)
por: Bethany, Mazal, et al.
Publicado: (2024)
Predicting Rental Price of Lane Houses in Shanghai with Machine Learning Methods and Large Language Models
por: Chen, Tingting, et al.
Publicado: (2024)
por: Chen, Tingting, et al.
Publicado: (2024)
Unsupervised Feature Selection to Identify Important ICD-10 Codes for Machine Learning: A Case Study on a Coronary Artery Disease Patient Cohort
por: Ghasemi, Peyman, et al.
Publicado: (2023)
por: Ghasemi, Peyman, et al.
Publicado: (2023)
A New Lens on Homelessness: Daily Tent Monitoring with 311 Calls and Street Images
por: Jung, Wooyong, et al.
Publicado: (2025)
por: Jung, Wooyong, et al.
Publicado: (2025)
The Uncertainty of Machine Learning Predictions in Asset Pricing
por: Liao, Yuan, et al.
Publicado: (2025)
por: Liao, Yuan, et al.
Publicado: (2025)
Unveiling Location-Specific Price Drivers: A Two-Stage Cluster Analysis for Interpretable House Price Predictions
por: Gümmer, Paul, et al.
Publicado: (2025)
por: Gümmer, Paul, et al.
Publicado: (2025)
Unintentional Security Flaws in Code: Automated Defense via Root Cause Analysis
por: Islam, Nafis Tanveer, et al.
Publicado: (2024)
por: Islam, Nafis Tanveer, et al.
Publicado: (2024)
FairFML: Fair Federated Machine Learning with a Case Study on Reducing Gender Disparities in Cardiac Arrest Outcome Prediction
por: Li, Siqi, et al.
Publicado: (2024)
por: Li, Siqi, et al.
Publicado: (2024)
FairHome: A Fair Housing and Fair Lending Dataset
por: Bagalkotkar, Anusha, et al.
Publicado: (2024)
por: Bagalkotkar, Anusha, et al.
Publicado: (2024)
A Comparative Study of Machine Learning Algorithms for Stock Price Prediction Using Insider Trading Data
por: Chakravorty, Amitabh, et al.
Publicado: (2025)
por: Chakravorty, Amitabh, et al.
Publicado: (2025)
Fairness in Machine Learning-based Hand Load Estimation: A Case Study on Load Carriage Tasks
por: Rahman, Arafat, et al.
Publicado: (2025)
por: Rahman, Arafat, et al.
Publicado: (2025)
Improving LLM Reasoning with Multi-Agent Tree-of-Thought Validator Agent
por: Haji, Fatemeh, et al.
Publicado: (2024)
por: Haji, Fatemeh, et al.
Publicado: (2024)
Globalizing Fairness Attributes in Machine Learning: A Case Study on Health in Africa
por: Asiedu, Mercy Nyamewaa, et al.
Publicado: (2023)
por: Asiedu, Mercy Nyamewaa, et al.
Publicado: (2023)
An Unbiased Transformer Source Code Learning with Semantic Vulnerability Graph
por: Islam, Nafis Tanveer, et al.
Publicado: (2023)
por: Islam, Nafis Tanveer, et al.
Publicado: (2023)
An Optimal House Price Prediction Algorithm: XGBoost
por: Sharma, Hemlata, et al.
Publicado: (2024)
por: Sharma, Hemlata, et al.
Publicado: (2024)
Fairness in Machine Learning: A Survey
por: Caton, Simon, et al.
Publicado: (2020)
por: Caton, Simon, et al.
Publicado: (2020)
Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imagery
por: Robinson, Caleb, et al.
Publicado: (2024)
por: Robinson, Caleb, et al.
Publicado: (2024)
Fair Machine Learning for Healthcare Requires Recognizing the Intersectionality of Sociodemographic Factors, a Case Study
por: Valentine, Alissa A., et al.
Publicado: (2024)
por: Valentine, Alissa A., et al.
Publicado: (2024)
Procedural Fairness in Machine Learning
por: Wang, Ziming, et al.
Publicado: (2024)
por: Wang, Ziming, et al.
Publicado: (2024)
Enhancing Event Reasoning in Large Language Models through Instruction Fine-Tuning with Semantic Causal Graphs
por: Bethany, Mazal, et al.
Publicado: (2024)
por: Bethany, Mazal, et al.
Publicado: (2024)
FairExpand: Individual Fairness on Graphs with Partial Similarity Information
por: Salganik, Rebecca, et al.
Publicado: (2025)
por: Salganik, Rebecca, et al.
Publicado: (2025)
Cryptocurrency Price Forecasting Using Machine Learning: Building Intelligent Financial Prediction Models
por: Islam, Md Zahidul, et al.
Publicado: (2025)
por: Islam, Md Zahidul, et al.
Publicado: (2025)
A Survey on Fairness for Machine Learning on Graphs
por: Laclau, Charlotte, et al.
Publicado: (2022)
por: Laclau, Charlotte, et al.
Publicado: (2022)
Boosting House Price Estimations with Multi-Head Gated Attention
por: Sellam, Zakaria Abdellah, et al.
Publicado: (2024)
por: Sellam, Zakaria Abdellah, et al.
Publicado: (2024)
Jailbreaking Large Language Models with Symbolic Mathematics
por: Bethany, Emet, et al.
Publicado: (2024)
por: Bethany, Emet, et al.
Publicado: (2024)
A Comparative Study of Machine Learning Algorithms for Electricity Price Forecasting with LIME-Based Interpretability
por: Zhao, Xuanyi, et al.
Publicado: (2025)
por: Zhao, Xuanyi, et al.
Publicado: (2025)
Enhanced Prediction of Ventilator-Associated Pneumonia in Patients with Traumatic Brain Injury Using Advanced Machine Learning Techniques
por: Ashrafi, Negin, et al.
Publicado: (2024)
por: Ashrafi, Negin, et al.
Publicado: (2024)
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge
por: Zhang, Tianyu, et al.
Publicado: (2025)
por: Zhang, Tianyu, et al.
Publicado: (2025)
A Multi-Modal Deep Learning Based Approach for House Price Prediction
por: Hasan, Md Hasebul, et al.
Publicado: (2024)
por: Hasan, Md Hasebul, et al.
Publicado: (2024)
Interpretable Machine Learning Model for Early Prediction of Acute Kidney Injury in Critically Ill Patients with Cirrhosis: A Retrospective Study
por: Sun, Li, et al.
Publicado: (2025)
por: Sun, Li, et al.
Publicado: (2025)
Denoising: A Powerful Building-Block for Imaging, Inverse Problems, and Machine Learning
por: Milanfar, Peyman, et al.
Publicado: (2024)
por: Milanfar, Peyman, et al.
Publicado: (2024)
What is Fair? Defining Fairness in Machine Learning for Health
por: Gao, Jianhui, et al.
Publicado: (2024)
por: Gao, Jianhui, et al.
Publicado: (2024)
Multimodal Stock Price Prediction: A Case Study of the Russian Securities Market
por: Khubiev, Kasymkhan, et al.
Publicado: (2025)
por: Khubiev, Kasymkhan, et al.
Publicado: (2025)
Fairness May Backfire: When Leveling-Down Occurs in Fair Machine Learning
por: Yang, Yi, et al.
Publicado: (2026)
por: Yang, Yi, et al.
Publicado: (2026)
Learning to Price with Resource Constraints: From Full Information to Machine-Learned Prices
por: Ao, Ruicheng, et al.
Publicado: (2025)
por: Ao, Ruicheng, et al.
Publicado: (2025)
A Tale of Two Learning Algorithms: Multiple Stream Random Walk and Asynchronous Gossip
por: Gholami, Peyman, et al.
Publicado: (2025)
por: Gholami, Peyman, et al.
Publicado: (2025)
An IoT Framework for Building Energy Optimization Using Machine Learning-based MPC
por: Morteza, Aryan, et al.
Publicado: (2024)
por: Morteza, Aryan, et al.
Publicado: (2024)
Ejemplares similares
-
On the Consistency of Fairness Measurement Methods for Regression Tasks
por: Almajed, Abdalwahab, et al.
Publicado: (2024) -
A Comprehensive Evaluation of the Sensitivity of Density-Ratio Estimation Based Fairness Measurement in Regression
por: Almajed, Abdalwahab, et al.
Publicado: (2025) -
Predicting House Rental Prices in Ghana Using Machine Learning
por: Adzanoukpe, Philip
Publicado: (2025) -
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated Text
por: Bethany, Mazal, et al.
Publicado: (2024) -
Predicting Rental Price of Lane Houses in Shanghai with Machine Learning Methods and Large Language Models
por: Chen, Tingting, et al.
Publicado: (2024)