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Disability prediction in multiple sclerosis using performance outcome measures and demographic data



Subhrajit Roy , Diana Mincu , Lev Proleev , Negar Rostamzadeh , Chintan Ghate , Natalie Harris , Christina Chen , Jessica Schrouff , Nenad Tomasev , Fletcher Lee Hartsell , Katherine Heller


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Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet?



Nenad Tomasev , Ioana Bica , Brian McWilliams , Lars Buesing , Razvan Pascanu , Charles Blundell , Jovana Mitrovic


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The signature and cusp geometry of hyperbolic knots



Alex Davies , András Juhász , Marc Lackenby , Nenad Tomasev

* 26 pages, 12 figures 

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



Nenad Tomasev , Kevin R. McKee , Jackie Kay , Shakir Mohamed


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Concept-based model explanations for Electronic Health Records



Sebastien Baur , Shaobo Hou , Eric Loreaux , Diana Mincu , Anne Mottram , Ivan Protsyuk , Nenad Tomasev , Martin G Seneviratne , Alan Karthikesanlingam , Jessica Schrouff


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