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20222024
most citedSHAP@k:Efficient and Probably Approximately Correct (PAC) Identification of Top-k Features

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cs.LG2022

Comparing Apples to Oranges: Learning Similarity Functions for Data Produced by Different Distributions

Leonidas Tsepenekas, Ivan Brugere, Freddy Lecue +1

Similarity functions measure how comparable pairs of elements are, and play a key role in a wide variety of applications, e.g., notions of Individual Fairness abiding by the semina…