Revisiting Technical Bias Mitigation Strategies
Fuente:
arXiv
Guardado en:
| Autores principales: | Mahamadou, Abdoul Jalil Djiberou, Trotsyuk, Artem A. |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Data Ethics in the Era of Healthcare Artificial Intelligence in Africa: An Ubuntu Philosophy Perspective
por: Mahamadou, Abdoul Jalil Djiberou, et al.
Publicado: (2024)
por: Mahamadou, Abdoul Jalil Djiberou, et al.
Publicado: (2024)
Individual Fairness Through Reweighting and Tuning
por: Mahamadou, Abdoul Jalil Djiberou, et al.
Publicado: (2024)
por: Mahamadou, Abdoul Jalil Djiberou, et al.
Publicado: (2024)
Justice in Healthcare Artificial Intelligence in Africa
por: Ochasi, Aloysius, et al.
Publicado: (2024)
por: Ochasi, Aloysius, et al.
Publicado: (2024)
One-vs.-One Mitigation of Intersectional Bias: A General Method to Extend Fairness-Aware Binary Classification
por: Kobayashi, Kenji, et al.
Publicado: (2020)
por: Kobayashi, Kenji, et al.
Publicado: (2020)
Weight Pruning Amplifies Bias: A Multi-Method Study of Compressed LLMs for Edge AI
por: Rath, Plawan Kumar, et al.
Publicado: (2026)
por: Rath, Plawan Kumar, et al.
Publicado: (2026)
A Study on the Application of Artificial Intelligence in Ecological Design
por: Zhao, Hengyue
Publicado: (2025)
por: Zhao, Hengyue
Publicado: (2025)
Improving Commonsense Bias Classification by Mitigating the Influence of Demographic Terms
por: Lee, JinKyu, et al.
Publicado: (2024)
por: Lee, JinKyu, et al.
Publicado: (2024)
The Arrival of AGI? When Expert Personas Exceed Expert Benchmarks
por: Mullens, Drake, et al.
Publicado: (2026)
por: Mullens, Drake, et al.
Publicado: (2026)
Algorithmic Fairness: Not a Purely Technical but Socio-Technical Property
por: Bian, Yijun, et al.
Publicado: (2025)
por: Bian, Yijun, et al.
Publicado: (2025)
Adoption and Effectiveness of AI-Based Anomaly Detection for Cross Provider Health Data Exchange
por: Hoang, Cao Tram Anh
Publicado: (2026)
por: Hoang, Cao Tram Anh
Publicado: (2026)
Improved Performances and Motivation in Intelligent Tutoring Systems: Combining Machine Learning and Learner Choice
por: Clément, Benjamin, et al.
Publicado: (2024)
por: Clément, Benjamin, et al.
Publicado: (2024)
Energy Equity, Infrastructure and Demographic Analysis with XAI Methods
por: Shrestha, Sarahana, et al.
Publicado: (2025)
por: Shrestha, Sarahana, et al.
Publicado: (2025)
Mitigating Hallucinations in Zero-Shot Scientific Summarisation: A Pilot Study
por: Jaaouine, Imane, et al.
Publicado: (2025)
por: Jaaouine, Imane, et al.
Publicado: (2025)
Artificial intelligence for sustainable wine industry: AI-driven management in viticulture, wine production and enotourism
por: Sidorkiewicz, Marta, et al.
Publicado: (2025)
por: Sidorkiewicz, Marta, et al.
Publicado: (2025)
Revisiting Intermediate-Layer Matching in Knowledge Distillation: Layer-Selection Strategy Doesn't Matter (Much)
por: Yu, Zony, et al.
Publicado: (2025)
por: Yu, Zony, et al.
Publicado: (2025)
When Agents Disagree: The Selection Bottleneck in Multi-Agent LLM Pipelines
por: Maryanskyy, Artem
Publicado: (2026)
por: Maryanskyy, Artem
Publicado: (2026)
Revisiting Parameter-Based Knowledge Editing in Large Language Models: Theoretical Limits and Empirical Evidence
por: Ren, Wanying, et al.
Publicado: (2026)
por: Ren, Wanying, et al.
Publicado: (2026)
Synthius-Mem: Brain-Inspired Hallucination-Resistant Persona Memory Achieving 94.4% Memory Accuracy and 99.6% Adversarial Robustness on LoCoMo
por: Gadzhiev, Artem, et al.
Publicado: (2026)
por: Gadzhiev, Artem, et al.
Publicado: (2026)
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems
por: Alsayed, Khalid Adnan
Publicado: (2026)
por: Alsayed, Khalid Adnan
Publicado: (2026)
Towards Algorithmic Fairness by means of Instance-level Data Re-weighting based on Shapley Values
por: Arnaiz-Rodriguez, Adrian, et al.
Publicado: (2023)
por: Arnaiz-Rodriguez, Adrian, et al.
Publicado: (2023)
Fairness Is Not Enough: Auditing Competence and Intersectional Bias in AI-powered Resume Screening
por: Webster, Kevin T
Publicado: (2025)
por: Webster, Kevin T
Publicado: (2025)
Bridging the Reasoning Gap: Small LLMs Can Plan with Generalised Strategies
por: Borro, Andrey, et al.
Publicado: (2025)
por: Borro, Andrey, et al.
Publicado: (2025)
Deep Memory Search: A Metaheuristic Approach for Optimizing Heuristic Search
por: Hedar, Abdel-Rahman, et al.
Publicado: (2024)
por: Hedar, Abdel-Rahman, et al.
Publicado: (2024)
Council Mode: A Heterogeneous Multi-Agent Consensus Framework for Reducing LLM Hallucination and Bias
por: Wu, Shuai, et al.
Publicado: (2026)
por: Wu, Shuai, et al.
Publicado: (2026)
ForAug: Recombining Foregrounds and Backgrounds to Improve Vision Transformer Training with Bias Mitigation
por: Nauen, Tobias Christian, et al.
Publicado: (2025)
por: Nauen, Tobias Christian, et al.
Publicado: (2025)
Conservative Bias in Multi-Teacher Learning: Why Agents Prefer Low-Reward Advisors
por: Mesto, Maher, et al.
Publicado: (2025)
por: Mesto, Maher, et al.
Publicado: (2025)
Do Small Language Models Know When They're Wrong? Confidence-Based Cascade Scoring for Educational Assessment
por: Burleigh, Tyler
Publicado: (2026)
por: Burleigh, Tyler
Publicado: (2026)
Training AI to be Loyal
por: Oh, Sewoong, et al.
Publicado: (2025)
por: Oh, Sewoong, et al.
Publicado: (2025)
Benchmarking Early Deterioration Prediction Across Hospital-Rich and MCI-Like Emergency Triage Under Constrained Sensing
por: Solaiman, KMA, et al.
Publicado: (2026)
por: Solaiman, KMA, et al.
Publicado: (2026)
Pedagogical Safety in Educational Reinforcement Learning: Formalizing and Detecting Reward Hacking in AI Tutoring Systems
por: Olukola, Oluseyi, et al.
Publicado: (2026)
por: Olukola, Oluseyi, et al.
Publicado: (2026)
MC-CPO: Mastery-Conditioned Constrained Policy Optimization
por: Olukola, Oluseyi, et al.
Publicado: (2026)
por: Olukola, Oluseyi, et al.
Publicado: (2026)
Entropy-Based Measurement of Value Drift and Alignment Work in Large Language Models
por: Fadli, Samih
Publicado: (2025)
por: Fadli, Samih
Publicado: (2025)
Prompt Readiness Levels (PRL): a maturity scale and scoring framework for production grade prompt assets
por: Guinard, Sebastien
Publicado: (2026)
por: Guinard, Sebastien
Publicado: (2026)
Improving Fairness with Ensemble Combination: Margin-Dependent Bounds
por: Bian, Yijun
Publicado: (2023)
por: Bian, Yijun
Publicado: (2023)
MKJ at SemEval-2026 Task 9: A Comparative Study of Generalist, Specialist, and Ensemble Strategies for Multilingual Polarization
por: Jouneghani, Maziar Kianimoghadam
Publicado: (2026)
por: Jouneghani, Maziar Kianimoghadam
Publicado: (2026)
Conscious Gaze: Adaptive Attention Mechanisms for Hallucination Mitigation in Vision-Language Models
por: Bu, Weijue, et al.
Publicado: (2025)
por: Bu, Weijue, et al.
Publicado: (2025)
Uncertainty-Aware Reward Discounting for Mitigating Reward Hacking
por: Singha, Disha
Publicado: (2026)
por: Singha, Disha
Publicado: (2026)
Benchmarking Educational LLMs with Analytics: A Case Study on Gender Bias in Feedback
por: Du, Yishan, et al.
Publicado: (2025)
por: Du, Yishan, et al.
Publicado: (2025)
Human-in-the-Loop Benchmarking of Heterogeneous LLMs for Automated Competency Assessment in Secondary Level Mathematics
por: Bhusal, Jatin, et al.
Publicado: (2026)
por: Bhusal, Jatin, et al.
Publicado: (2026)
From Safety Risk to Design Principle: Peer-Preservation in Multi-Agent LLM Systems and Its Implications for Orchestrated Democratic Discourse Analysis
por: Dietrich, Juergen
Publicado: (2026)
por: Dietrich, Juergen
Publicado: (2026)
Ejemplares similares
-
Data Ethics in the Era of Healthcare Artificial Intelligence in Africa: An Ubuntu Philosophy Perspective
por: Mahamadou, Abdoul Jalil Djiberou, et al.
Publicado: (2024) -
Individual Fairness Through Reweighting and Tuning
por: Mahamadou, Abdoul Jalil Djiberou, et al.
Publicado: (2024) -
Justice in Healthcare Artificial Intelligence in Africa
por: Ochasi, Aloysius, et al.
Publicado: (2024) -
One-vs.-One Mitigation of Intersectional Bias: A General Method to Extend Fairness-Aware Binary Classification
por: Kobayashi, Kenji, et al.
Publicado: (2020) -
Weight Pruning Amplifies Bias: A Multi-Method Study of Compressed LLMs for Edge AI
por: Rath, Plawan Kumar, et al.
Publicado: (2026)