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Inducing bias is simpler than you think



Stefano Sarao Mannelli , Federica Gerace , Negar Rostamzadeh , Luca Saglietti

* 9 pages, 7 figures + appendix 

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Evaluation Gaps in Machine Learning Practice



Ben Hutchinson , Negar Rostamzadeh , Christina Greer , Katherine Heller , Vinodkumar Prabhakaran


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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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Healthsheet: Development of a Transparency Artifact for Health Datasets



Negar Rostamzadeh , Diana Mincu , Subhrajit Roy , Andrew Smart , Lauren Wilcox , Mahima Pushkarna , Jessica Schrouff , Razvan Amironesei , Nyalleng Moorosi , Katherine Heller


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se-Shweshwe Inspired Fashion Generation



Lindiwe Brigitte Malobola , Negar Rostamzadeh , Shakir Mohamed

* CVPR 2021 Beyond Fairness workshop 

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Ethics and Creativity in Computer Vision



Negar Rostamzadeh , Emily Denton , Linda Petrini

* NeurIPS 2021 workshop on Machine Learning for Creativity and Design 
* Neural Information Processing System 2021 workshop on Machine Learning for Creativity and Design 

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Thinking Beyond Distributions in Testing Machine Learned Models



Negar Rostamzadeh , Ben Hutchinson , Christina Greer , Vinodkumar Prabhakaran

* NeurIPS 2021 workshop on Distribution Shifts 
* Neural Information Processing System, NeurIPS 2021 workshop on Distribution Shifts 

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Deep Cox Mixtures for Survival Regression



Chirag Nagpal , Steve Yadlowsky , Negar Rostamzadeh , Katherine Heller

* NeurIPS Machine Learning for Health Workshop (ML4H) 2020 

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A Few-Shot Sequential Approach for Object Counting



Negin Sokhandan , Pegah Kamousi , Alejandro Posada , Eniola Alese , Negar Rostamzadeh


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