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20202024
most citedRepresentation via Representations: Domain Generalization via Adversarially Learned Invariant Representations

11 citations · 22 across the 5 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

cs.LG2021★ 3 cited

Retiring Adult: New Datasets for Fair Machine Learning

Frances Ding, Moritz Hardt, John Miller +1

Although the fairness community has recognized the importance of data, researchers in the area primarily rely on UCI Adult when it comes to tabular data. Derived from a 1994 US Cen…

cs.LG2021★ 4 cited

Grounding Representation Similarity with Statistical Testing

Frances Ding, Jean-Stanislas Denain, Jacob Steinhardt

To understand neural network behavior, recent works quantitatively compare different networks' learned representations using canonical correlation analysis (CCA), centered kernel a…