Imagen de Portada

Reducing Biases in Record Matching Through Scores Calibration

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Moslemi, Mohammad Hossein, Milani, Mostafa
Formato:	Preprint
Publicado:	2024
Materias:	Machine Learning Computers and Society Databases
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Threshold-Independent Fair Matching through Score Calibration
por: Moslemi, Mohammad Hossein, et al.
Publicado: (2024)

Evaluating Blocking Biases in Entity Matching
por: Moslemi, Mohammad Hossein, et al.
Publicado: (2024)

OTClean: Data Cleaning for Conditional Independence Violations using Optimal Transport
por: Pirhadi, Alireza, et al.
Publicado: (2024)

BiasBuster: a Neural Approach for Accurate Estimation of Population Statistics using Biased Location Data
por: Zeighami, Sepanta, et al.
Publicado: (2024)

FairEM360: A Suite for Responsible Entity Matching
por: Shahbazi, Nima, et al.
Publicado: (2024)

Beyond Accuracy: An Empirical Study of Uncertainty Estimation in Imputation
por: Hossain, Zarin Tahia, et al.
Publicado: (2025)

Heterogeneity in Entity Matching: A Survey and Experimental Analysis
por: Moslemi, Mohammad Hossein, et al.
Publicado: (2025)

Chameleon: Foundation Models for Fairness-aware Multi-modal Data Augmentation to Enhance Coverage of Minorities
por: Erfanian, Mahdi, et al.
Publicado: (2024)

Subgroup Discovery in MOOCs: A Big Data Application for Describing Different Types of Learners
por: Luna, J. M., et al.
Publicado: (2024)

Open Datasets in Learning Analytics: Trends, Challenges, and Best PRACTICE
por: Švábenský, Valdemar, et al.
Publicado: (2026)

GLOCON Database: Design Decisions and User Manual (v1.0)
por: Hürriyetoğlu, Ali, et al.
Publicado: (2024)

The Human Factor in Data Cleaning: Exploring Preferences and Biases
por: AbdElazim, Hazim, et al.
Publicado: (2026)

Trajectory Data Management and Mining: A Survey from Deep Learning to the LLM Era
por: Chen, Wei, et al.
Publicado: (2024)

Evaluating the Generalization Ability of Spatiotemporal Model in Urban Scenario
por: Wang, Hongjun, et al.
Publicado: (2024)

Large Language Models and Synthetic Data for Monitoring Dataset Mentions in Research Papers
por: Solatorio, Aivin V., et al.
Publicado: (2025)

Informatics for Food Processing
por: Ispirova, Gordana, et al.
Publicado: (2025)

Auditing Yelp's Business Ranking and Review Recommendation Through the Lens of Fairness
por: Singhal, Mohit, et al.
Publicado: (2023)

Expressive Score-Based Priors for Distribution Matching with Geometry-Preserving Regularization
por: Gong, Ziyu, et al.
Publicado: (2025)

A Standardized Machine-readable Dataset Documentation Format for Responsible AI
por: Jain, Nitisha, et al.
Publicado: (2024)

Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment
por: Wang, Luyao, et al.
Publicado: (2024)

A Framework for Transparent Reporting of Data Quality Analysis Across the Clinical Electronic Health Record Data Lifecycle
por: Wassell, Melinda, et al.
Publicado: (2026)

Artificial Intelligence for the Internal Democracy of Political Parties
por: Novelli, Claudio, et al.
Publicado: (2024)

Empowering Database Learning Through Remote Educational Escape Rooms
por: Barra, Enrique, et al.
Publicado: (2024)

Generalizing Fair Top-$k$ Selection: An Integrative Approach
por: Cai, Guangya
Publicado: (2026)

Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models
por: Feng, Duanyu, et al.
Publicado: (2023)

Measuring and Mitigating Biases in Motor Insurance Pricing
por: Moriah, Mulah, et al.
Publicado: (2023)

Ensemble Threshold Calibration for Stable Sensitivity Control
por: Daras, John N.
Publicado: (2025)

World-POI: Global Point-of-Interest Data Enriched from Foursquare and OpenStreetMap as Tabular and Graph Data
por: Amiri, Hossein, et al.
Publicado: (2025)

De-Biasing Models of Biased Decisions: A Comparison of Methods Using Mortgage Application Data
por: Tenev, Nicholas
Publicado: (2024)

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching
por: Peng, Kewen, et al.
Publicado: (2025)

Entity Matching by Pool-based Active Learning
por: Han, Youfang, et al.
Publicado: (2022)

GeoLife+: Large-Scale Simulated Trajectory Datasets Calibrated to the GeoLife Dataset
por: Amiri, Hossein, et al.
Publicado: (2024)

Relation-Aware Bayesian Optimization of DBMS Configurations Guided by Affinity Scores
por: Kwon, Sein, et al.
Publicado: (2025)

A Comprehensive Study of Implicit and Explicit Biases in Large Language Models
por: Kazi, Fatima, et al.
Publicado: (2025)

QCore: Data-Efficient, On-Device Continual Calibration for Quantized Models -- Extended Version
por: Campos, David, et al.
Publicado: (2024)

Magneto: Combining Small and Large Language Models for Schema Matching
por: Liu, Yurong, et al.
Publicado: (2024)

Efficient Methods for Accurate Sparse Trajectory Recovery and Map Matching
por: Tian, Wei, et al.
Publicado: (2025)

Iterative Forgetting: Online Data Stream Regression Using Database-Inspired Adaptive Granulation
por: Kathiriya, Niket, et al.
Publicado: (2024)

A Primer on Causal and Statistical Dataset Biases for Fair and Robust Image Analysis
por: Jones, Charles, et al.
Publicado: (2025)

A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making Systems
por: Pagan, Nicolò, et al.
Publicado: (2023)