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HAI Weekly Seminar with Vinay Uday Prabhu - On the four horsemen of ethical malice in peer reviewed machine learning literature | Stanford HAI

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eventSeminar

HAI Weekly Seminar with Vinay Uday Prabhu - On the four horsemen of ethical malice in peer reviewed machine learning literature

Status
Past
Date
Friday, April 17, 2020 11:00 AM - 12:00 PM PST/PDT
Topics
Ethics, Equity, Inclusion
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Event Contact
celia.clark@stanford.edu

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As we navigate through this massive corpus of technical literature, four categories of ethical transgressions come to fore: Dataset curation, Modeling, Problem definitions and sycophantic tech-journalism. In this talk, we will explore specific examples in each of these categories with a strong focus on computer vision. The goal of this talk is to not just demonstrate the widespread usage of these datasets and models, but to also elicit a commitment from the attending scholars to either not use these datasets or models, or to insert an ethical caveat in case of unavoidable usage.

Watch Event Recording

Speaker
Vinay Uday Prabhu
Researcher