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Found 3 papers, 1 papers with code
Conscientious Classification: A Data Scientist's Guide to Discrimination-Aware Classification
Recent research has helped to cultivate growing awareness that machine learning systems fueled by big data can create or exacerbate troubling disparities in society.
Random geometry and the Kardar-Parisi-Zhang universality class
We consider a model of a quenched disordered geometry in which a random metric is defined on ${\mathbb R}^2$, which is flat on average and presents short-range correlations.
Statistical Mechanics Mathematical Physics Mathematical Physics
A Structural Approach to Coordinate-Free Statistics
We construct a stochastic version of the OLS estimator, which is a continuous disintegration exactly for the class of "uncorrelated implies independent" (UII) measures.
