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Tag: overfitting

Bibliography items where occurs: 85
Implementing Responsible AI: Tensions and Trade-Offs Between Ethics Aspects / 2304.08275 / ISBN:https://doi.org/10.48550/arXiv.2304.08275 / Published by ArXiv / Version released on 2024-09-06 / on (web) Publishing site


The AI Revolution: Opportunities and Challenges for the Finance Sector / 2308.16538 / ISBN:https://doi.org/10.48550/arXiv.2308.16538 / Published by ArXiv / Version released on 2023-08-31 / on (web) Publishing site


Pathway to Future Symbiotic Creativity / 2209.02388 / ISBN:https://doi.org/10.48550/arXiv.2209.02388 / Published by ArXiv / Version released on 2023-09-13 / on (web) Publishing site


EALM: Introducing Multidimensional Ethical Alignment in Conversational Information Retrieval / 2310.00970 / ISBN:https://doi.org/10.48550/arXiv.2310.00970 / Published by ArXiv / Version released on 2023-10-02 / on (web) Publishing site


Security Considerations in AI-Robotics: A Survey of Current Methods, Challenges, and Opportunities / 2310.08565 / ISBN:https://doi.org/10.48550/arXiv.2310.08565 / Published by ArXiv / Version released on 2024-01-26 / on (web) Publishing site


GPT in Data Science: A Practical Exploration of Model Selection / 2311.11516 / ISBN:https://doi.org/10.48550/arXiv.2311.11516 / Published by ArXiv / Version released on 2023-11-20 / on (web) Publishing site


Survey on AI Ethics: A Socio-technical Perspective / 2311.17228 / ISBN:https://doi.org/10.48550/arXiv.2311.17228 / Published by ArXiv / Version released on 2025-11-04 / on (web) Publishing site


Unmasking Bias in AI: A Systematic Review of Bias Detection and Mitigation Strategies in Electronic Health Record-based Models / 2310.19917 / ISBN:https://doi.org/10.48550/arXiv.2310.19917 / Published by ArXiv / Version released on 2024-07-01 / on (web) Publishing site


Detecting Multimedia Generated by Large AI Models: A Survey / 2402.00045 / ISBN:https://doi.org/10.48550/arXiv.2402.00045 / Published by ArXiv / Version released on 2025-07-26 / on (web) Publishing site


Inadequacies of Large Language Model Benchmarks in the Era of Generative Artificial Intelligence / 2402.09880 / ISBN:https://doi.org/10.48550/arXiv.2402.09880 / Published by ArXiv / Version released on 2024-10-14 / on (web) Publishing site


The Pursuit of Fairness in Artificial Intelligence Models A Survey / 2403.17333 / ISBN:https://doi.org/10.48550/arXiv.2403.17333 / Published by ArXiv / Version released on 2024-03-26 / on (web) Publishing site


Exploring the Nexus of Large Language Models and Legal Systems: A Short Survey / 2404.00990 / ISBN:https://doi.org/10.48550/arXiv.2404.00990 / Published by ArXiv / Version released on 2024-04-01 / on (web) Publishing site


Balancing Progress and Responsibility: A Synthesis of Sustainability Trade-Offs of AI-Based Systems / 2404.03995 / ISBN:https://doi.org/10.48550/arXiv.2404.03995 / Published by ArXiv / Version released on 2024-04-05 / on (web) Publishing site


AI Alignment: A Comprehensive Survey / 2310.19852 / ISBN:https://doi.org/10.48550/arXiv.2310.19852 / Published by ArXiv / Version released on 2025-04-04 / on (web) Publishing site


Large Language Model Supply Chain: A Research Agenda / 2404.12736 / ISBN:https://doi.org/10.48550/arXiv.2404.12736 / Published by ArXiv / Version released on 2024-04-19 / on (web) Publishing site


From Model Performance to Claim: How a Change of Focus in Machine Learning Replicability Can Help Bridge the Responsibility Gap / 2404.13131 / ISBN:https://doi.org/10.1145/3630106.3658951 / Published by ArXiv / Version released on 2025-08-13 / on (web) Publishing site


Trustworthy AI-Generative Content in Intelligent 6G Network: Adversarial, Privacy, and Fairness / 2405.05930 / ISBN:https://doi.org/10.48550/arXiv.2405.05930 / Published by ArXiv / Version released on 2024-05-09 / on (web) Publishing site


The Narrow Depth and Breadth of Corporate Responsible AI Research / 2405.12193 / ISBN:https://doi.org/10.48550/arXiv.2405.12193 / Published by ArXiv / Version released on 2024-05-20 / on (web) Publishing site


Gender Bias Detection in Court Decisions: A Brazilian Case Study / 2406.00393 / ISBN:https://doi.org/10.48550/arXiv.2406.00393 / Published by ArXiv / Version released on 2024-06-01 / on (web) Publishing site


MoralBench: Moral Evaluation of LLMs / 2406.04428 / Published by ArXiv / Version released on 2025-07-04 / on (web) Publishing site


The Ethics of Interaction: Mitigating Security Threats in LLMs / 2401.12273 / ISBN:https://doi.org/10.48550/arXiv.2401.12273 / Published by ArXiv / Version released on 2024-07-10 / on (web) Publishing site


A Survey on Privacy Attacks Against Digital Twin Systems in AI-Robotics / 2406.18812 / ISBN:https://doi.org/10.48550/arXiv.2406.18812 / Published by ArXiv / Version released on 2024-06-27 / on (web) Publishing site


Have We Reached AGI? Comparing ChatGPT, Claude, and Gemini to Human Literacy and Education Benchmarks / 2407.09573 / ISBN:https://doi.org/10.48550/arXiv.2407.09573 / Published by ArXiv / Version released on 2024-07-11 / on (web) Publishing site


Open Artificial Knowledge / 2407.14371 / ISBN:https://doi.org/10.48550/arXiv.2407.14371 / Published by ArXiv / Version released on 2024-07-19 / on (web) Publishing site


Deepfake Media Forensics: State of the Art and Challenges Ahead / 2408.00388 / ISBN:https://doi.org/10.48550/arXiv.2408.00388 / Published by ArXiv / Version released on 2024-08-13 / on (web) Publishing site


Improving Large Language Model (LLM) fidelity through context-aware grounding: A systematic approach to reliability and veracity / 2408.04023 / ISBN:https://doi.org/10.48550/arXiv.2408.04023 / Published by ArXiv / Version released on 2024-08-07 / on (web) Publishing site


AI-Driven Chatbot for Intrusion Detection in Edge Networks: Enhancing Cybersecurity with Ethical User Consent / 2408.04281 / ISBN:https://doi.org/10.48550/arXiv.2408.04281 / Published by ArXiv / Version released on 2024-08-08 / on (web) Publishing site


Recent Advances in Generative AI and Large Language Models: Current Status, Challenges, and Perspectives / 2407.14962 / ISBN:https://doi.org/10.48550/arXiv.2407.14962 / Published by ArXiv / Version released on 2024-08-23 / on (web) Publishing site


CIPHER: Cybersecurity Intelligent Penetration-testing Helper for Ethical Researcher / 2408.11650 / ISBN:https://doi.org/10.48550/arXiv.2408.11650 / Published by ArXiv / Version released on 2024-11-06 / on (web) Publishing site


Artificial intelligence to advance Earth observation: : A review of models, recent trends, and pathways forward / 2305.08413 / ISBN:https://doi.org/10.48550/arXiv.2305.08413 / Published by ArXiv / Version released on 2024-09-16 / on (web) Publishing site


Data-Centric Foundation Models in Computational Healthcare: A Survey / 2401.02458 / ISBN:https://doi.org/10.48550/arXiv.2401.02458 / Published by ArXiv / Version released on 2024-10-07 / on (web) Publishing site


Artificial Human Intelligence: The role of Humans in the Development of Next Generation AI / 2409.16001 / ISBN:https://doi.org/10.48550/arXiv.2409.16001 / Published by ArXiv / Version released on 2025-12-05 / on (web) Publishing site


Ethical and Scalable Automation: A Governance and Compliance Framework for Business Applications / 2409.16872 / ISBN:https://doi.org/10.48550/arXiv.2409.16872 / Published by ArXiv / Version released on 2024-12-05 / on (web) Publishing site


Safety challenges of AI in medicine / 2409.18968 / ISBN:https://doi.org/10.48550/arXiv.2409.18968 / Published by ArXiv / Version released on 2024-09-11 / on (web) Publishing site


Responsible AI in Open Ecosystems: Reconciling Innovation with Risk Assessment and Disclosure / 2409.19104 / ISBN:https://doi.org/10.48550/arXiv.2409.19104 / Published by ArXiv / Version released on 2024-09-27 / on (web) Publishing site


Application of AI in Credit Risk Scoring for Small Business Loans: A case study on how AI-based random forest model improves a Delphi model outcome in the case of Azerbaijani SMEs / 2410.05330 / ISBN:https://doi.org/10.48550/arXiv.2410.05330 / Published by ArXiv / Version released on 2024-10-05 / on (web) Publishing site


Demystifying Large Language Models for Medicine: A Primer / 2410.18856 / ISBN:https://doi.org/10.48550/arXiv.2410.18856 / Published by ArXiv / Version released on 2024-11-20 / on (web) Publishing site


A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions / 2406.03712 / ISBN:https://doi.org/10.48550/arXiv.2406.03712 / Published by ArXiv / Version released on 2024-12-09 / on (web) Publishing site


Political-LLM: Large Language Models in Political Science / 2412.06864 / ISBN:https://doi.org/10.48550/arXiv.2412.06864 / Published by ArXiv / Version released on 2024-12-09 / on (web) Publishing site


Uncovering Bias in Foundation Models: Impact, Testing, Harm, and Mitigation / 2501.10453 / ISBN:https://doi.org/10.48550/arXiv.2501.10453 / Published by ArXiv / Version released on 2025-01-14 / on (web) Publishing site


AI Toolkit: Libraries and Essays for Exploring the Technology and Ethics of AI / 2501.10576 / ISBN:https://doi.org/10.48550/arXiv.2501.10576 / Published by ArXiv / Version released on 2025-01-17 / on (web) Publishing site


Open Foundation Models in Healthcare: Challenges, Paradoxes, and Opportunities with GenAI Driven Personalized Prescription / 2502.04356 / ISBN:https://doi.org/10.48550/arXiv.2502.04356 / Published by ArXiv / Version released on 2025-02-04 / on (web) Publishing site


Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety / 2502.05206 / ISBN:https://doi.org/10.48550/arXiv.2502.05206 / Published by ArXiv / Version released on 2025-08-02 / on (web) Publishing site


Agentic AI for Scaling Diagnosis and Care in Neurodegenerative Disease / 2502.06842 / ISBN:https://doi.org/10.48550/arXiv.2502.06842 / Published by ArXiv / Version released on 2025-12-23 / on (web) Publishing site


On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective / 2502.14296 / ISBN:https://doi.org/10.48550/arXiv.2502.14296 / Published by ArXiv / Version released on 2025-09-30 / on (web) Publishing site


Surgical Scene Understanding in the Era of Foundation AI Models: A Comprehensive Review / 2502.14886 / ISBN:https://doi.org/10.48550/arXiv.2502.14886 / Published by ArXiv / Version released on 2025-11-03 / on (web) Publishing site


Comprehensive Analysis of Transparency and Accessibility of ChatGPT, DeepSeek, And other SoTA Large Language Models / 2502.18505 / ISBN:https://doi.org/10.48550/arXiv.2502.18505 / Published by ArXiv / Version released on 2025-02-21 / on (web) Publishing site


Transforming Cyber Defense: Harnessing Agentic and Frontier AI for Proactive, Ethical Threat Intelligence / 2503.00164 / ISBN:https://doi.org/10.48550/arXiv.2503.00164 / Published by ArXiv / Version released on 2025-02-28 / on (web) Publishing site


Compliance of AI Systems / 2503.05571 / ISBN:https://doi.org/10.48550/arXiv.2503.05571 / Published by ArXiv / Version released on 2025-03-07 / on (web) Publishing site


Medical Hallucinations in Foundation Models and Their Impact on Healthcare / 2503.05777 / ISBN:https://doi.org/10.48550/arXiv.2503.05777 / Published by ArXiv / Version released on 2025-02-26 / on (web) Publishing site


Detecting Dataset Bias in Medical AI: A Generalized and Modality-Agnostic Auditing Framework / 2503.09969 / ISBN:https://doi.org/10.48550/arXiv.2503.09969 / Published by ArXiv / Version released on 2025-03-13 / on (web) Publishing site


We Are All Creators: Generative AI, Collective Knowledge, and the Path Towards Human-AI Synergy / 2504.07936 / ISBN:https://doi.org/10.48550/arXiv.2504.07936 / Published by ArXiv / Version released on 2025-04-10 / on (web) Publishing site


Towards responsible AI for education: Hybrid human-AI to confront the Elephant in the room / 2504.16148 / ISBN:https://doi.org/10.48550/arXiv.2504.16148 / Published by ArXiv / Version released on 2025-04-22 / on (web) Publishing site


A Design Framework for operationalizing Trustworthy Artificial Intelligence in Healthcare: Requirements, Tradeoffs and Challenges for its Clinical Adoption / 2504.19179 / ISBN:https://doi.org/10.48550/arXiv.2504.19179 / Published by ArXiv / Version released on 2025-04-27 / on (web) Publishing site


Emotions in the Loop: A Survey of Affective Computing for Emotional Support / 2505.01542 / ISBN:https://doi.org/10.48550/arXiv.2505.01542 / Published by ArXiv / Version released on 2025-05-02 / on (web) Publishing site


Analysing Safety Risks in LLMs Fine-Tuned with Pseudo-Malicious Cyber Security Data / 2505.09974 / ISBN:https://doi.org/10.48550/arXiv.2505.09974 / Published by ArXiv / Version released on 2025-05-15 / on (web) Publishing site


Formalising Human-in-the-Loop: Computational Reductions, Failure Modes, and Legal-Moral Responsibility / 2505.10426 / ISBN:https://doi.org/10.48550/arXiv.2505.10426 / Published by ArXiv / Version released on 2025-09-25 / on (web) Publishing site


Just as Humans Need Vaccines, So Do Models: Model Immunization to Combat Falsehoods / 2505.17870 / ISBN:https://doi.org/10.48550/arXiv.2505.17870 / Published by ArXiv / Version released on 2025-05-23 / on (web) Publishing site


Making Sense of the Unsensible: Reflection, Survey, and Challenges for XAI in Large Language Models Toward Human-Centered AI / 2505.20305 / ISBN:https://doi.org/10.48550/arXiv.2505.20305 / Published by ArXiv / Version released on 2025-05-18 / on (web) Publishing site


Bottom-Up Perspectives on AI Governance: Insights from User Reviews of AI Products / 2506.00080 / ISBN:https://doi.org/10.48550/arXiv.2506.00080 / Published by ArXiv / Version released on 2025-05-30 / on (web) Publishing site


Foundation of Affective Computing and Interaction / 2506.15497 / ISBN:https://doi.org/10.48550/arXiv.2506.15497 / Published by ArXiv / Version released on 2025-06-18 / on (web) Publishing site


Advances in LLMs with Focus on Reasoning, Adaptability, Efficiency and Ethics / 2506.12365 / ISBN:https://doi.org/10.48550/arXiv.2506.12365 / Published by ArXiv / Version released on 2025-07-31 / on (web) Publishing site


The AI Ethical Resonance Hypothesis: The Possibility of Discovering Moral Meta-Patterns in AI Systems / 2507.11552 / ISBN:https://doi.org/10.48550/arXiv.2507.11552 / Published by ArXiv / Version released on 2025-07-13 / on (web) Publishing site


The Evolving Role of Large Language Models in Scientific Innovation: Evaluator, Collaborator, and Scientist / 2507.11810 / ISBN:https://doi.org/10.48550/arXiv.2507.11810 / Published by ArXiv / Version released on 2025-07-16 / on (web) Publishing site


Challenges of Trustworthy Federated Learning: What's Done, Current Trends and Remaining Work / 2507.15796 / ISBN:https://doi.org/10.48550/arXiv.2507.15796 / Published by ArXiv / Version released on 2025-07-21 / on (web) Publishing site


Countering Privacy Nihilism / 2507.18253 / ISBN:https://doi.org/10.48550/arXiv.2507.18253 / Published by ArXiv / Version released on 2025-07-24 / on (web) Publishing site


The Silicon Reasonable Person: Can AI Predict How Ordinary People Judge Reasonableness? / 2508.02766 / ISBN:https://doi.org/10.48550/arXiv.2508.02766 / Published by ArXiv / Version released on 2025-08-04 / on (web) Publishing site


Do Ethical AI Principles Matter to Users? A Large-Scale Analysis of User Sentiment and Satisfaction / 2508.05913 / ISBN:https://doi.org/10.48550/arXiv.2508.05913 / Published by ArXiv / Version released on 2025-08-08 / on (web) Publishing site


A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems / 2508.07407 / ISBN:https://doi.org/10.48550/arXiv.2508.07407 / Published by ArXiv / Version released on 2025-08-31 / on (web) Publishing site


Never Compromise to Vulnerabilities: A Comprehensive Survey on AI Governance / 2508.08789 / ISBN:https://doi.org/10.48550/arXiv.2508.08789 / Published by ArXiv / Version released on 2025-08-18 / on (web) Publishing site


A Comprehensive Review of Datasets for Clinical Mental Health AI Systems / 2508.09809 / ISBN:https://doi.org/10.48550/arXiv.2508.09809 / Published by ArXiv / Version released on 2025-08-18 / on (web) Publishing site


Explainability of Algorithms / 2508.13529 / ISBN:https://doi.org/10.1002/9781394240821.ch11 / Published by ArXiv / Version released on 2025-08-19 / on (web) Publishing site


The Agent Behavior: Model, Governance and Challenges in the AI Digital Age / 2508.14415 / ISBN:https://doi.org/10.48550/arXiv.2508.14415 / Published by ArXiv / Version released on 2025-08-20 / on (web) Publishing site


Logging Requirement for Continuous Auditing of Responsible Machine Learning-based Applications / 2508.17851 / ISBN:https://doi.org/10.48550/arXiv.2508.17851 / Published by ArXiv / Version released on 2025-08-25 / on (web) Publishing site


Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI / 2508.21101 / ISBN:https://doi.org/10.48550/arXiv.2508.21101 / Published by ArXiv / Version released on 2025-08-28 / on (web) Publishing site


Structured AI Decision-Making in Disaster Management / 2509.01576 / ISBN:https://doi.org/10.48550/arXiv.2509.01576 / Published by ArXiv / Version released on 2025-09-01 / on (web) Publishing site


AI Governance in Higher Education: A course design exploring regulatory, ethical and practical considerationsAI Governance in Higher Education: A course design exploring regulatory, ethical and practical considerations / 2509.06176 / ISBN:https://doi.org/10.48550/arXiv.2509.06176 / Published by ArXiv / Version released on 2025-09-16 / on (web) Publishing site


Safe and Certifiable AI Systems: Concepts, Challenges, and Lessons Learned / 2509.08852 / ISBN:https://doi.org/10.48550/arXiv.2509.08852 / Published by ArXiv / Version released on 2025-09-08 / on (web) Publishing site


Trust and Transparency in AI: Industry Voices on Data, Ethics, and Compliance / 2509.22709 / ISBN:https://doi.org/10.48550/arXiv.2509.22709 / Published by ArXiv / Version released on 2025-09-23 / on (web) Publishing site


Reconsidering Requirements Engineering: Human-AI Collaboration in AI-Native Software Development / 2510.04380 / ISBN:https://doi.org/10.1007/978-3-032-04190-6_11 / Published by ArXiv / Version released on 2025-10-05 / on (web) Publishing site


The Scales of Justitia: A Comprehensive Survey on Safety Evaluation of LLMs / 2506.11094 / ISBN:https://doi.org/10.48550/arXiv.2506.11094 / Published by ArXiv / Version released on 2025-10-30 / on (web) Publishing site


Algorithmic Fairness in AI Surrogates for End-of-Life Decision-Making / 2510.16056 / ISBN:https://doi.org/10.48550/arXiv.2510.16056 / Published by ArXiv / Version released on 2025-10-16 / on (web) Publishing site


Opportunities and Challenges of Large Language Models for Low-Resource Languages in Humanities Research / 2412.04497 / ISBN:https://doi.org/10.48550/arXiv.2412.04497 / Published by ArXiv / Version released on 2026-01-05 / on (web) Publishing site


Ethics Practices in AI Development: An Empirical Study Across Roles and Regions / 2508.09219 / ISBN:https://doi.org/10.48550/arXiv.2508.09219 / Published by ArXiv / Version released on 2025-12-13 / on (web) Publishing site


AI Sprints: Towards a Critical Method for Human-AI Collaboration / 2512.12371 / ISBN:https://doi.org/10.48550/arXiv.2512.12371 / Published by ArXiv / Version released on 2025-12-13 / on (web) Publishing site