ENTITY
FairSelect
FairSelect
PulseAugur coverage of FairSelect — every cluster mentioning FairSelect across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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New toolkit FairSelect systematically evaluates algorithmic fairness strategies
Researchers have introduced FairSelect, a toolkit designed to systematically evaluate algorithmic fairness methods. This framework allows for the assessment of mitigation strategies applied individually or in combinatio…
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New research audits fairness-privacy trade-offs in ML subpopulations
A new study published on arXiv investigates the complex interplay between fairness-enhancing algorithms and privacy leakage in machine learning models. Researchers adapted the Likelihood Ratio Attack (LiRA) to audit pri…