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deel-ai / influenciae

👋 Influenciae is a Tensorflow Toolbox for Influence Functions
https://deel-ai.github.io/influenciae
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Second order influence v2 #13

Closed Agustin-Picard closed 2 years ago

Agustin-Picard commented 2 years ago

This PR introduces the necessary elements to compute the influence-related quantities for groups up to the second order (so pairwise interactions between points are taken into account now) using both CGD and the exact formulation.

lucashervier commented 2 years ago

LGTM! We should however dive into the tests parameters to ensure they are insightful.