Fairness Perceptions in Regression-based Predictive Models
Fuente:
arXiv
Guardado en:
| Autores principales: | Telukunta, Mukund, Nadendla, Venkata Sriram Siddhardh, Stuart, Morgan, Canfield, Casey |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Learning Social Fairness Preferences from Non-Expert Stakeholder Opinions in Kidney Placement
por: Telukunta, Mukund, et al.
Publicado: (2024)
por: Telukunta, Mukund, et al.
Publicado: (2024)
Driver Fatigue Prediction using Randomly Activated Neural Networks for Smart Ridesharing Platforms
por: Akula, Sree Pooja, et al.
Publicado: (2024)
por: Akula, Sree Pooja, et al.
Publicado: (2024)
Few-Shot Transfer Learning for Individualized Braking Intent Detection on Neuromorphic Hardware
por: Lutes, Nathan, et al.
Publicado: (2024)
por: Lutes, Nathan, et al.
Publicado: (2024)
Cognitive Energy Modeling for Neuroadaptive Human-Machine Systems using EEG and WGAN-GP
por: Sattiraju, Sriram, et al.
Publicado: (2026)
por: Sattiraju, Sriram, et al.
Publicado: (2026)
HPSCAN: Human Perception-Based Scattered Data Clustering
por: Hartwig, Sebastian, et al.
Publicado: (2023)
por: Hartwig, Sebastian, et al.
Publicado: (2023)
Detecting Dark Patterns in User Interfaces Using Logistic Regression and Bag-of-Words Representation
por: Umar, Aliyu, et al.
Publicado: (2024)
por: Umar, Aliyu, et al.
Publicado: (2024)
Perception-Driven Bias Detection in Machine Learning via Crowdsourced Visual Judgment
por: Tupakula, Chirudeep, et al.
Publicado: (2025)
por: Tupakula, Chirudeep, et al.
Publicado: (2025)
How Consistent are Clinicians? Evaluating the Predictability of Sepsis Disease Progression with Dynamics Models
por: Park, Unnseo, et al.
Publicado: (2024)
por: Park, Unnseo, et al.
Publicado: (2024)
Are Metrics Enough? Guidelines for Communicating and Visualizing Predictive Models to Subject Matter Experts
por: Suh, Ashley, et al.
Publicado: (2022)
por: Suh, Ashley, et al.
Publicado: (2022)
Predicting Driver's Perceived Risk: a Model Based on Semi-Supervised Learning Strategy
por: Huang, Siwei, et al.
Publicado: (2025)
por: Huang, Siwei, et al.
Publicado: (2025)
Realistic Adversarial Attacks for Robustness Evaluation of Trajectory Prediction Models via Future State Perturbation
por: Schumann, Julian F., et al.
Publicado: (2025)
por: Schumann, Julian F., et al.
Publicado: (2025)
Automatic Classification of Subjective Time Perception Using Multi-modal Physiological Data of Air Traffic Controllers
por: Aust, Till, et al.
Publicado: (2024)
por: Aust, Till, et al.
Publicado: (2024)
The Impossibility of Fair LLMs
por: Anthis, Jacy, et al.
Publicado: (2024)
por: Anthis, Jacy, et al.
Publicado: (2024)
Fairness-Aware Few-Shot Learning for Audio-Visual Stress Detection
por: Shelke, Anushka Sanjay, et al.
Publicado: (2025)
por: Shelke, Anushka Sanjay, et al.
Publicado: (2025)
Predicting User Experience on Laptops from Hardware Specifications
por: Padhi, Saswat, et al.
Publicado: (2024)
por: Padhi, Saswat, et al.
Publicado: (2024)
Conformal Prediction Sets Improve Human Decision Making
por: Cresswell, Jesse C., et al.
Publicado: (2024)
por: Cresswell, Jesse C., et al.
Publicado: (2024)
Enhancing Uncertainty Communication in Time Series Predictions: Insights and Recommendations
por: Karagappa, Apoorva, et al.
Publicado: (2024)
por: Karagappa, Apoorva, et al.
Publicado: (2024)
Explainability for Machine Learning Models: From Data Adaptability to User Perception
por: Delaunay, julien
Publicado: (2024)
por: Delaunay, julien
Publicado: (2024)
Gaze Prediction as a Function of Eye Movement Type and Individual Differences
por: Melnyk, Kateryna, et al.
Publicado: (2024)
por: Melnyk, Kateryna, et al.
Publicado: (2024)
Watching the Watchers: A Comparative Fairness Audit of Cloud-based Content Moderation Services
por: Hartmann, David, et al.
Publicado: (2024)
por: Hartmann, David, et al.
Publicado: (2024)
Driving Safety Prediction and Safe Route Mapping Using In-vehicle and Roadside Data
por: Huang, Yufei, et al.
Publicado: (2022)
por: Huang, Yufei, et al.
Publicado: (2022)
EEG-Based Emergency Braking Intensity Prediction Using Blind Source Separation
por: Zhou, Zikun, et al.
Publicado: (2026)
por: Zhou, Zikun, et al.
Publicado: (2026)
Beyond Empirical Windowing: An Attention-Based Approach for Trust Prediction in Autonomous Vehicles
por: Niu, Minxue, et al.
Publicado: (2023)
por: Niu, Minxue, et al.
Publicado: (2023)
Predicting cognitive load in immersive driving scenarios with a hybrid CNN-RNN model
por: Khan, Mehshan Ahmed, et al.
Publicado: (2024)
por: Khan, Mehshan Ahmed, et al.
Publicado: (2024)
An Explainable and Fair AI Tool for PCOS Risk Assessment: Calibration, Subgroup Equity, and Interactive Clinical Deployment
por: Khan, Asma Sadia, et al.
Publicado: (2025)
por: Khan, Asma Sadia, et al.
Publicado: (2025)
Signals of Success and Struggle: Early Prediction and Physiological Signatures of Human Performance across Task Complexity
por: Cao, Yufei, et al.
Publicado: (2026)
por: Cao, Yufei, et al.
Publicado: (2026)
A Population-to-individual Tuning Framework for Adapting Pretrained LM to On-device User Intent Prediction
por: Gong, Jiahui, et al.
Publicado: (2024)
por: Gong, Jiahui, et al.
Publicado: (2024)
MyDigiTwin: A Privacy-Preserving Framework for Personalized Cardiovascular Risk Prediction and Scenario Exploration
por: Cadavid, Héctor, et al.
Publicado: (2025)
por: Cadavid, Héctor, et al.
Publicado: (2025)
No Need for Learning to Defer? A Training Free Deferral Framework to Multiple Experts through Conformal Prediction
por: Bary, Tim, et al.
Publicado: (2025)
por: Bary, Tim, et al.
Publicado: (2025)
Towards Fairness in Provably Communication-Efficient Federated Recommender Systems
por: Kaur, Kirandeep, et al.
Publicado: (2024)
por: Kaur, Kirandeep, et al.
Publicado: (2024)
Transformer-based EEG Decoding: A Survey
por: Zhang, Haodong, et al.
Publicado: (2025)
por: Zhang, Haodong, et al.
Publicado: (2025)
A Hands-free Spatial Selection and Interaction Technique using Gaze and Blink Input with Blink Prediction for Extended Reality
por: Rolff, Tim, et al.
Publicado: (2025)
por: Rolff, Tim, et al.
Publicado: (2025)
A Visual Diagnostics Framework for District Heating Data: Enhancing Data Quality for AI-Driven Heat Consumption Prediction
por: Christensen, Kristoffer, et al.
Publicado: (2025)
por: Christensen, Kristoffer, et al.
Publicado: (2025)
Classifying Subjective Time Perception in a Multi-robot Control Scenario Using Eye-tracking Information
por: Aust, Till, et al.
Publicado: (2025)
por: Aust, Till, et al.
Publicado: (2025)
Predicting suicidal behavior among Indian adults using childhood trauma, mental health questionnaires and machine learning cascade ensembles
por: Rao, Akash K, et al.
Publicado: (2024)
por: Rao, Akash K, et al.
Publicado: (2024)
Label Leakage in Federated Inertial-based Human Activity Recognition
por: Bock, Marius, et al.
Publicado: (2025)
por: Bock, Marius, et al.
Publicado: (2025)
Evaluation of LLM-based Explanations for a Learning Analytics Dashboard
por: Deriyeva, Alina, et al.
Publicado: (2025)
por: Deriyeva, Alina, et al.
Publicado: (2025)
Is it Still Fair? A Comparative Evaluation of Fairness Algorithms through the Lens of Covariate Drift
por: Deho, Oscar Blessed, et al.
Publicado: (2024)
por: Deho, Oscar Blessed, et al.
Publicado: (2024)
M3D: Manifold-based Domain Adaptation with Dynamic Distribution for Non-Deep Transfer Learning in Cross-subject and Cross-session EEG-based Emotion Recognition
por: Luo, Ting, et al.
Publicado: (2024)
por: Luo, Ting, et al.
Publicado: (2024)
Multidimensional precipitation index prediction based on CNN-LSTM hybrid framework
por: Wang, Yuchen, et al.
Publicado: (2025)
por: Wang, Yuchen, et al.
Publicado: (2025)
Ejemplares similares
-
Learning Social Fairness Preferences from Non-Expert Stakeholder Opinions in Kidney Placement
por: Telukunta, Mukund, et al.
Publicado: (2024) -
Driver Fatigue Prediction using Randomly Activated Neural Networks for Smart Ridesharing Platforms
por: Akula, Sree Pooja, et al.
Publicado: (2024) -
Few-Shot Transfer Learning for Individualized Braking Intent Detection on Neuromorphic Hardware
por: Lutes, Nathan, et al.
Publicado: (2024) -
Cognitive Energy Modeling for Neuroadaptive Human-Machine Systems using EEG and WGAN-GP
por: Sattiraju, Sriram, et al.
Publicado: (2026) -
HPSCAN: Human Perception-Based Scattered Data Clustering
por: Hartwig, Sebastian, et al.
Publicado: (2023)