Benjamin Fish | DeepAI

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Danai Koutra
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Michael T. Shaub
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research

∙ 06/08/2023

On Performance Discrepancies Across Local Homophily Levels in Graph Neural Networks

Research on GNNs has highlighted a relationship between high homophily (...

0 Donald Loveland, et al. ∙

research

∙ 09/12/2022

It's Not Fairness, and It's Not Fair: The Failure of Distributional Equality and the Promise of Relational Equality in Complete-Information Hiring Games

Existing efforts to formulate computational definitions of fairness have...

0 Benjamin Fish, et al. ∙

research

∙ 10/10/2020

Reflexive Design for Fairness and Other Human Values in Formal Models

Algorithms and other formal models that incorporate human values like fa...

0 Benjamin Fish, et al. ∙

research

∙ 04/07/2020

On the Complexity of Learning from Label Proportions

In the problem of learning with label proportions, which we call LLP lea...

0 Benjamin Fish, et al. ∙