Copertina

Ablation Study of a Fairness Auditing Agentic System for Bias Mitigation in Early-Onset Colorectal Cancer Detection

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Ionescu, Amalia, Hernandez, Jose Guadalupe, Chang, Jui-Hsuan, Wong, Emily F., Wang, Paul, Moore, Jason H., Bright, Tiffani J.
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Multiagent Systems
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Evolved Sample Weights for Bias Mitigation: Effectiveness Depends on the Fairness Objective
di: Saini, Anil K., et al.
Pubblicazione: (2025)

CARES: Collaborative Agentic Reasoning for Error Detection in Surgery
di: Low, Chang Han, et al.
Pubblicazione: (2025)

The Log is the Agent: Event-Sourced Reactive Graphs for Auditable, Forkable Agentic Systems
di: Nakajima, Yohei
Pubblicazione: (2026)

Hydra: An Agentic Reasoning Approach for Enhancing Adversarial Robustness and Mitigating Hallucinations in Vision-Language Models
di: Chung-En, et al.
Pubblicazione: (2025)

An Agentic Evaluation Architecture for Historical Bias Detection in Educational Textbooks
di: Stefan, Gabriel, et al.
Pubblicazione: (2026)

ClawMobile: Rethinking Smartphone-Native Agentic Systems
di: Du, Hongchao, et al.
Pubblicazione: (2026)

Caesar: Deep Agentic Web Exploration for Creative Answer Synthesis
di: Liang, Jason, et al.
Pubblicazione: (2026)

Audit the Whisper: Detecting Steganographic Collusion in Multi-Agent LLMs
di: Tailor, Om
Pubblicazione: (2025)

Open-Ended Video Game Glitch Detection with Agentic Reasoning and Temporal Grounding
di: Zheng, Muyang, et al.
Pubblicazione: (2026)

Hallucination Mitigation with Agentic AI, Nested Learning, and AI Sustainability via Semantic Caching
di: Gosmar, Diego, et al.
Pubblicazione: (2026)

Agentic Witnessing: Pragmatic and Scalable TEE-Enabled Privacy-Preserving Auditing
di: Rowstron, Antony
Pubblicazione: (2026)

Prompt Injection Mitigation with Agentic AI, Nested Learning, and AI Sustainability via Semantic Caching
di: Gosmar, Diego, et al.
Pubblicazione: (2026)

Mitigating Bias in Queer Representation within Large Language Models: A Collaborative Agent Approach
di: Huang, Tianyi, et al.
Pubblicazione: (2024)

AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems
di: Zhang, Boxuan, et al.
Pubblicazione: (2026)

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks
di: Gosmar, Diego, et al.
Pubblicazione: (2025)

Attacks and Mitigations for Distributed Governance of Agentic AI under Byzantine Adversaries
di: Laws, Matthew D., et al.
Pubblicazione: (2026)

Optimization Instability in Autonomous Agentic Workflows for Clinical Symptom Detection
di: Cagan, Cameron, et al.
Pubblicazione: (2026)

Fairness in Agentic AI: A Unified Framework for Ethical and Equitable Multi-Agent System
di: Ranjan, Rajesh, et al.
Pubblicazione: (2025)

Agentic AI-Enabled Framework for Thermal Comfort and Building Energy Assessment in Tropical Urban Neighborhoods
di: Lai, Po-Yen, et al.
Pubblicazione: (2026)

An Agentic AI Workflow for Detecting Cognitive Concerns in Real-world Data
di: Tian, Jiazi, et al.
Pubblicazione: (2025)

Unsupervised Cycle Detection in Agentic Applications
di: George, Felix, et al.
Pubblicazione: (2025)

Safety, Liveness, and Fairness in Quantitative Argumentation Dialogues
di: Ganguly, Arunavo, et al.
Pubblicazione: (2026)

AgentFixer: From Failure Detection to Fix Recommendations in LLM Agentic Systems
di: Mulian, Hadar, et al.
Pubblicazione: (2026)

A-MapReduce: Executing Wide Search via Agentic MapReduce
di: Chen, Mingju, et al.
Pubblicazione: (2026)

Multi-Agentic Approach for History Matching of Oil Reservoirs
di: Samigullin, Linar, et al.
Pubblicazione: (2026)

RobustFlow: Towards Robust Agentic Workflow Generation
di: Xu, Shengxiang, et al.
Pubblicazione: (2025)

MI9: An Integrated Runtime Governance Framework for Agentic AI
di: Wang, Charles L., et al.
Pubblicazione: (2025)

Fairness Driven Multi-Agent Path Finding Problem
di: Anand, Aditi, et al.
Pubblicazione: (2026)

Supporting Dynamic Agentic Workloads: How Data and Agents Interact
di: Giurgiu, Ioana, et al.
Pubblicazione: (2025)

SAGE: Scalable Agentic Grounded Evaluation for Crop Disease Diagnosis
di: Arshad, Muhammad Arbab, et al.
Pubblicazione: (2026)

Agentic LLM Workflows for Generating Patient-Friendly Medical Reports
di: Sudarshan, Malavikha, et al.
Pubblicazione: (2024)

AgentWebBench: Benchmarking Multi-Agent Coordination in Agentic Web
di: Zhong, Shanshan, et al.
Pubblicazione: (2026)

AgenticPrecoding: LLM-Empowered Multi-Agent System for Precoding Optimization
di: Yang, Zijiu, et al.
Pubblicazione: (2026)

Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents
di: Bousetouane, Fouad
Pubblicazione: (2025)

Strategic Communication and Language Bias in Multi-Agent LLM Coordination
di: Buscemi, Alessio, et al.
Pubblicazione: (2025)

Polarization by Default: Auditing Recommendation Bias in LLM-Based Content Curation
di: Pagan, Nicolò, et al.
Pubblicazione: (2026)

Agentifying Agentic AI
di: Dignum, Virginia, et al.
Pubblicazione: (2025)

Team of Thoughts: Efficient Test-time Scaling of Agentic Systems through Orchestrated Tool Calling
di: Wong, Jeffrey T. H., et al.
Pubblicazione: (2026)

Time-To-Reach Separation and Safety Filtering for Safe, Fair, and Efficient Multi-Agent Coordination
di: Low, Matthew, et al.
Pubblicazione: (2026)

ASAP: an Agentic Solution to Auto-optimize Performance of Large-Scale LLM Training
di: Ding, Yuran, et al.
Pubblicazione: (2025)