"Influence Sketching": Finding Influential Samples In Large-Scale Regressions

17 Nov 2016Mike WojnowiczBen CruzXuan ZhaoBrian WallaceMatt WolffJay LuanCaleb Crable

There is an especially strong need in modern large-scale data analysis to prioritize samples for manual inspection. For example, the inspection could target important mislabeled samples or key vulnerabilities exploitable by an adversarial attack... (read more)

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