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infinitesimal jackknife

3 papers

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infinitesimal jacknife (1) model deletion (1) equality of opportunity (1) model agnostic (1) equal opportunity (1) data deletion (1) demographic parity (1) approximate unlearning (1) error bound (1) influence function (1)

Papers

Algorithms that Approximate Data Removal: New Results and Limitations NeurIPS 2022 Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting NeurIPS 2022 A Swiss Army Infinitesimal Jackknife AISTATS 2019