German credit dataset
PulseAugur coverage of German credit dataset — every cluster mentioning German credit dataset across labs, papers, and developer communities, ranked by signal.
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New framework proposes Causal Evidentiary Governance for AI fairness
A new framework called Causal Evidentiary Governance (CEG) has been proposed for high-risk machine learning systems, addressing limitations in current fairness governance practices. CEG utilizes a versioned directed acy…
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New framework implements causal perception for AI fairness
Researchers have developed the first implementation of the causal perception framework, which explores how agents with differing models of a system infer different probability distributions and perceive fairness. This w…
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New statistical method robustly analyzes heterogeneous censored data
Researchers have developed a new statistical method for analyzing censored data, particularly when dealing with heterogeneous populations. The approach combines inverse probability weighting, M-estimation, and concave p…