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se-Shweshwe Inspired Fashion Generation


Feb 25, 2022
Lindiwe Brigitte Malobola, Negar Rostamzadeh, Shakir Mohamed

* CVPR 2021 Beyond Fairness workshop 

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Skillful Precipitation Nowcasting using Deep Generative Models of Radar


Apr 02, 2021
Suman Ravuri, Karel Lenc, Matthew Willson, Dmitry Kangin, Remi Lam, Piotr Mirowski, Megan Fitzsimons, Maria Athanassiadou, Sheleem Kashem, Sam Madge, Rachel Prudden, Amol Mandhane, Aidan Clark, Andrew Brock, Karen Simonyan, Raia Hadsell, Niall Robinson, Ellen Clancy, Alberto Arribas, Shakir Mohamed

* 46 pages, 17 figures, 2 tables 

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Fairness for Unobserved Characteristics: Insights from Technological Impacts on Queer Communities


Feb 09, 2021
Nenad Tomasev, Kevin R. McKee, Jackie Kay, Shakir Mohamed


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A case for new neural network smoothness constraints


Dec 21, 2020
Mihaela Rosca, Theophane Weber, Arthur Gretton, Shakir Mohamed


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Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence


Jul 08, 2020
Shakir Mohamed, Marie-Therese Png, William Isaac

* 28 Pages. Accepted, to appear in: Philosophy and Technology (405), Springer. Submitted 16 January, Accepted 26 May 2020 

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A review of radar-based nowcasting of precipitation and applicable machine learning techniques


May 11, 2020
Rachel Prudden, Samantha Adams, Dmitry Kangin, Niall Robinson, Suman Ravuri, Shakir Mohamed, Alberto Arribas

* 17 pages This work has been submitted to Monthly Weather Review. Copyright in this work may be transferred without further notice 

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Levels of Analysis for Machine Learning


Apr 06, 2020
Jessica Hamrick, Shakir Mohamed

* Accepted to the workshop on "Bridging AI and Cognitive Science" at ICLR 2020 

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Normalizing Flows for Probabilistic Modeling and Inference


Dec 05, 2019
George Papamakarios, Eric Nalisnick, Danilo Jimenez Rezende, Shakir Mohamed, Balaji Lakshminarayanan

* Review article. 60 pages, 4 figures 

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Monte Carlo Gradient Estimation in Machine Learning


Jun 25, 2019
Shakir Mohamed, Mihaela Rosca, Michael Figurnov, Andriy Mnih

* 59 pages, under review 

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