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Fair treatment allocations in social networks

Nov 01, 2019
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

Oct 21, 2019
David Madras, James Atwood, Alex D'Amour

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BriarPatches: Pixel-Space Interventions for Inducing Demographic Parity

Dec 17, 2018
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

Nov 22, 2017
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

Oct 26, 2017
James Atwood, Siddharth Pal, Don Towsley, Ananthram Swami

* 7 pages, 4 figures 

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Diffusion-Convolutional Neural Networks

Jul 08, 2016
James Atwood, Don Towsley

* Full paper 

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Learning to Generate Networks

Nov 10, 2014
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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