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CBMM videos marked with a 3PlayMedia have an interactive transcript feature enabled, which appears below the video when playing. Viewers can search for keywords in the video or click on any word in the transcript to jump to that point in the video. When searching, a dark bar with white vertical lines appears below the video frame. Each white line is an occurrence of the searched term and can be clicked on to jump to that spot in the video.

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Identifying Subgroups in Biomedical Datasets using Data Attribution

Recorded:

Oct 9, 2024

Uploaded:

October 28, 2024

Part of

All Captioned Videos, Computational Tutorials

Speaker(s):

Djuna von Maydell, MIT

Understanding how training data influences model predictions ("data attribution") is an active area of machine learning research. In this tutorial, we will introduce a data attribution method (datamodels: https://gradientscience.org/datamodels-1/)...

Learning to Reason, Insights from Language Modeling

Recorded:

Oct 1, 2024

Uploaded:

October 21, 2024

Part of

All Captioned Videos, Brains, Minds and Machines Seminar Series

CBMM Speaker(s):

Noah Goodman

Noah Goodman, Stanford University

Tomaso Poggio autobiography, produced by NotebookLM

Recorded:

Oct 10, 2024

Uploaded:

October 10, 2024

Part of

All Captioned Videos, Scientific Interviews

Conveying Tasks to Computers: How Machine Learning Can Help

Recorded:

Sep 10, 2024

Uploaded:

September 26, 2024

Part of

All Captioned Videos, Brains, Minds and Machines Seminar Series

Speaker(s):

Michael Littman, Brown University

Abstract: It is immensely empowering to delegate information processing work to machines and have them carry out difficult tasks on our behalf. But programming computers is hard. The traditional approach to this problem is to try to fix people: They...