ASCEND
BY NTHRYS

NTHRYS › PhD Assistance › Behavioral Social Sciences

Behavioral Social Sciences

Field
▾
Category
▾

Behavioral Social Sciences

Select a category to explore research frontiers

Loading categories...

Research Frontiers in Algorithmic Bias in Automated Decision Systems

Studies how machine learning algorithms perpetuate discrimination and develops debiasing interventions for AI-driven social systems.

Proxy Discrimination: Hidden Pathways to Disparate Impact
Feedback Loops and Algorithmic Amplification of Social Inequality
Intersectional Bias in Automated High-Stakes Decisions
Temporal Drift in Fair Machine Learning Systems
Transparency Paradox: When Explainability Masks Structural Bias
Human-Algorithm Interaction in Biased Decision-Making
Cultural Contingency in Fairness Metrics and Values
Data Representation and the Archaeology of Algorithmic Prejudice
Legitimacy Perception of Biased Automated Systems
Cumulative Disadvantage Across Sequential Algorithmic Decisions

All Behavioral Social Sciences PhD categories