<?xml version="1.0" encoding="UTF-8"?><oembed><type>video</type><version>1.0</version><html>&lt;iframe src=&quot;https://www.loom.com/embed/446cdc07c87f470ea12755da8a661618&quot; frameborder=&quot;0&quot; width=&quot;1728&quot; height=&quot;1296&quot; webkitallowfullscreen mozallowfullscreen allowfullscreen&gt;&lt;/iframe&gt;</html><height>1296</height><width>1728</width><provider_name>Loom</provider_name><provider_url>https://www.loom.com</provider_url><thumbnail_height>1296</thumbnail_height><thumbnail_width>1728</thumbnail_width><thumbnail_url>https://cdn.loom.com/sessions/thumbnails/446cdc07c87f470ea12755da8a661618-00001.gif</thumbnail_url><duration>1819</duration><title>Algorithmic bias in Machine Learning (Doina)</title><description>Hi all, this is a mini-lecture recorded Apr 8, 2021 for Inter-Actief. The &apos;real&apos; content starts at 1:34 and ends at about 28:46.

The links and references on the slides:

https://app.wooclap.com/ABIML/wall  (to ask Doina questions whenever you get to this video)
https://www.youtube.com/watch?v=Ok5sKLXqynQ “Are We Automating Racism?” (Vox), slide 4
https://science.sciencemag.org/content/366/6464/447 &quot;Dissecting racial bias in an algorithm used to manage the health of populations&quot;, slides 7-9
https://arxiv.org/abs/2010.03058 &quot;Characterising Bias in Compressed Models&quot; (Google Research), slides 12-14
https://distill.pub/2021/multimodal-neurons/ &quot;Multimodal Neurons in Artificial Neural Networks&quot; (OpenAI), slides 15-16</description></oembed>