⚠️ Algorithmic Bias - Jbp · Scour

Correcting Selection Bias in Sparse User Feedback for Large Language Model Quality Estimation: A Multi-Agent Hierarchical Bayesian Approach 🤖Critical Theory of AI

FairHealth: An Open-Source Python Library for Trustworthy Healthcare AI in Low-Resource Settings 🤖Critical Theory of AI

On the Burden of Achieving Fairness in Conformal Prediction 🤖Critical Theory of AI

In-Situ Behavioral Evaluation for LLM Fairness, Not Standardized-Test Scores 💬Speech Act Theory

Towards Order Fairness: Mitigating LLMs Order Sensitivity through Dual Group Advantage Optimization 🤖Critical Theory of AI

Classification-Head Bias in Class-Level Machine Unlearning: Diagnosis, Mitigation, and Evaluation 🤖Critical Theory of AI

Towards a holistic understanding of Selection Bias for Causal Effect Identification 🤖Automation Theory

BiAxisAudit: A Novel Framework to Evaluate LLM Bias Across Prompt Sensitivity and Response-Layer Divergence 🤖Critical Theory of AI

The Global Empirical NTK: Self-Referential Bias and Dimensionality of Gradient Descent Learning 🤖Critical Theory of AI

Navigating the Sea of LLM Evaluation: Investigating Bias in Toxicity Benchmarks 🧠Mad Studies

DuetFair: Coupling Inter- and Intra-Subgroup Robustness for Fair Medical Image Segmentation 🤖Critical Theory of AI

Cognitive-Uncertainty Guided Knowledge Distillation for Accurate Classification of Student Misconceptions 🧩Cognitive Science

StereoTales: A Multilingual Framework for Open-Ended Stereotype Discovery in LLMs 🌍Postcolonial Computing

How Does Differential Privacy Affect Social Bias in LLMs? A Systematic Evaluation ⚡Technofascism

Creativity Bias: How Machine Evaluation Struggles with Creativity in Literary Translations 🤖Critical Theory of AI

Spurious Correlation Learning in Preference Optimization: Mechanisms, Consequences, and Mitigation via Tie Training 🤖Critical Theory of AI

Metropolis-Adjusted Diffusion Models 🤖Automation Theory

Towards Trustworthy Audio Deepfake Detection: A Systematic Framework for Diagnosing and Mitigating Gender Bias 💬Speech Act Theory

Bias-Variance Tradeoff of Matching Prior to Difference-in-Differences When Parallel Trends is Violated 🤖Critical Theory of AI

The Pok\'emon Theorem and other Fairness Impossibility Results 🤖Critical Theory of AI

Sign up or log in to see more results

Log in to enable infinite scrolling