Meta-theorems validate fair regression algorithms under demographic parity constraints.
arXiv research
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Unified framework for unsupervised concept extraction simplifies guarantees.
Paper develops a framework to derive lower bounds on FDR and FNR in multiple testing.
New technique reduces imitation learning performance gap in finite samples.
To enumerate 3-manifold triangulations with a given property, one typically begins with a set of potential face pairing graphs (also known as dual 1-skeletons), and then attempts to flesh each graph out into full triangulations using an exponential-time enumeration. However, asymptotically most graphs do not result in …
Axiomatizes the bid-ask market maker's quoting rule
Polynomial-time algorithm estimates mean with bounded covariance using differential privacy.