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AI-Ethics-Lecture-1-converted.pptx.pdfIntroduction
AIETH-L1.pdfDefinitions & AI Bias
- Sensitive attribute → socially salients-merged-compressed.pdfSensitive Attributes
Investigating the COMPAS.pdfInvestigating the COMPAS
How We Analyzed the COMPAS Recidivism Algorithm — ProPublica.pdfAnalysing COMPAS Recidivism Algorithm — ProPublica
Fairness in Machine Learning..pdfFairness in Machine Learning
fair-classify.pdfFairness Constraints
fair-regress.pdfFair Regression Research Paper
Fair regression..pdfFair Regression
fair-regression(2)+embedding.pdfFair Regression (cont..) & Fair Embedding
Fair Embedding.pdfFair Embedding Research Paper
ranking1.pdfFair Ranking Part 1
ranking2.pdfFair Ranking Part 2
1802.07281v2.pdfFair Ranking Research Paper
Interpretability & Explainability of.pdfInterpretability & Explainability in ML Models
Interpretability-quantification.pdfInterpretability Quantification
lime_kdd.pdfLIME
Shapley-valuesANDcounterfactuals.pdfShapley values + Counterfactuals
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