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AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces

AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces Muhammad Haris KhanM. Haris Khan Inception Institute of Artificial Intelligence, Abu-Dhabi, UAE1John McDona……

Model Cards for Model Reporting

Model Cards for Model Reporting Margaret Mitchell, Simone Wu, Andrew Zaldivar, Parker Barnes, Lucy Vasserman, Ben Hutchinson, Elena Spitzer, Inioluwa Deborah Raji, Timnit Gebrummi……

Fine-Tuning a Transformer-Based Language Model to Avoid Generating Non-Normative Text

Fine-Tuning a Transformer-Based Language Model to Avoid Generating Non-Normative Text Xiangyu Peng1  Siyan Li1  Spencer Frazier1&Mark O. Riedl1/affiliati……

Explainable Machine Learning in Deployment

Explainable Machine Learning in Deployment Umang Bhatt1,2,4,10, Alice Xiang2, Shubham Sharma3, Adrian Weller 4,5,10, Ankur Taly6, Yunhan Jia7, Joydeep Ghosh3,8, Ruchir Puri9, Jos&……

Gender Representation in Open Source Speech Resources

Gender Representation in Open Source Speech Resources Abstract With the rise of artificial intelligence (AI) and the growing use of deep-learning architectures, the question of……

Breast Cancer Detection Using Convolutional Neural Networks

Breast Cancer Detection Using Convolutional Neural Networks Simon Hadush NreaDepartment of Computer Science and EngineeringMekelle Institute of Technology – Mekelle Univers……

Getting Fairness Right: Towards a Toolbox for Practitioners

Getting Fairness Right: Towards a Toolbox for Practitioners Boris RufResearch Data ScientistAXA, REV ResearchParis, FranceChaouki BoutharouiteResearch ManagerAXA, REV ResearchPar……

Measurement and Fairness

Measurement and Fairness Abigail Z. JacobsUniversity of Michiganazjacobs@umich.edu   Hanna WallachMicrosoft Researchhanna@dirichlet.net Abstract We introduce t……

Troubling Trends in Machine Learning Scholarship

Troubling Trends in Machine Learning Scholarship Zachary C. Lipton  & Jacob Steinhardt11footnotemark: 1Carnegie Mellon University, Stanford Universityzlipton@cmu.edu,jst……

Should Artificial Intelligence Governance be Centralised? Design Lessons from History

Should Artificial Intelligence Governance be Centralised? Design Lessons from History Peter CihonCentre for the Governance of AI, Future of Humanity Institute, University of Oxfo……