Margaret Mitchell – Keynote Speaker

Interdisciplinary researcher focused on shaping AI towards long-term positive goals. Focusing on NLP, Computer Vision, and ethics AI and ethics and global impact

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Specialist Subjects

  • Operationalizing AI Ethics at Scale
  • AI and ethics and global impact
  • Bias in Vision and Language in AI
  • Seeing AI
  • Unconscious Bias
  • Multi-Task Learning for Mental Health using Social Media Text

Language

  • English

Biography

Margaret Mitchell is a researcher working on Ethical AI, currently focused on the ins and outs of ethics-informed AI development in tech.

She has published over 50 papers on natural language generation, assistive technology, computer vision, and AI ethics, and holds multiple patents in the areas of conversation generation and sentiment classification. She previously worked at Google AI as a Staff Research Scientist, where she founded and co-led Google’s Ethical AI group, focused on foundational AI ethics research and operationalizing AI ethics Google-internally.

Before joining Google, Margaret Mitchell was a researcher at Microsoft Research, focused on computer vision-to-language generation; and was a postdoc at Johns Hopkins, focused on Bayesian modeling and information extraction.

She holds a PhD in Computer Science from the University of Aberdeen and a Master’s in computational linguistics from the University of Washington. While earning her degrees, she also worked from 2005-2012 on machine learning, neurological disorders, and assistive technology at Oregon Health and Science University.

Margaret Mitchell has spearheaded a number of workshops and initiatives at the intersections of diversity, inclusion, computer science, and ethics. Her work has received awards from Secretary of Defense Ash Carter and the American Foundation for the Blind, and has been implemented by multiple technology companies.

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