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math.ST2019
Optimization Hierarchy for Fair Statistical Decision Problems
Anil Aswani, Matt Olfat
Data-driven decision-making has drawn scrutiny from policy makers due to fears of potential discrimination, and a growing literature has begun to develop fair statistical technique…
math.ST2011★ 44 cited
Regression on manifolds: Estimation of the exterior derivative
Anil Aswani, Peter Bickel, Claire Tomlin
Collinearity and near-collinearity of predictors cause difficulties when doing regression. In these cases, variable selection becomes untenable because of mathematical issues conce…