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Fair treatment allocations in social networks



James Atwood , Hansa Srinivasan , Yoni Halpern , D Sculley

* To appear in the Fair ML for Health workshop at NeurIPS 2019 

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Detecting Extrapolation with Local Ensembles



David Madras , James Atwood , Alex D'Amour


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BriarPatches: Pixel-Space Interventions for Inducing Demographic Parity



Alexey A. Gritsenko , Alex D'Amour , James Atwood , Yoni Halpern , D. Sculley

* 6 pages, 5 figures, NeurIPS Workshop on Ethical, Social and Governance Issues in AI 

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No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World



Shreya Shankar , Yoni Halpern , Eric Breck , James Atwood , Jimbo Wilson , D. Sculley

* Presented at NIPS 2017 Workshop on Machine Learning for the Developing World 

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Sparse Diffusion-Convolutional Neural Networks



James Atwood , Siddharth Pal , Don Towsley , Ananthram Swami

* 7 pages, 4 figures 

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Diffusion-Convolutional Neural Networks



James Atwood , Don Towsley

* Full paper 

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Learning to Generate Networks



James Atwood , Don Towsley , Krista Gile , David Jensen

* Neural Information Processing Systems 2014 Workshop on Networks: From Graphs to Rich Data 

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