Finally, yours truly with a tutorial "Introduction to Differential Privacy." My goal was to go from 0 to the ideas needed to train an ML model privately in 1 hour. https://
youtube.com/watch?v=9lqd2U
INW-E
… Check out all the rest of the videos here: https://
youtube.com/playlist?list=
PLFG9vaKTeJq7MklvBGk31GeceuDB4Ofmp
… 4/4
RESEARCH
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Introduction to Differential Privacy for ML Models
By
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Jacob Steinhardt on Aligning ML Systems with Human Intent
By
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Jacob Steinhardt (
@JacobSteinhardt
) with a tutorial on "Aligning ML Systems with Human Intent." "AI alignment" is thrown around a lot, so I enjoyed seeing Jacob cut through the hype and highlight some real technical problems. I was rapt the whole time! https://
youtube.com/watch?v=uPH1xI
iGZ4o
… 3/4 -
Robustness in Machine Learning: Five-Year Retrospective
By
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Zico Kolter (
@zicokolter
) with the other keynote "Robustness in Machine Learning: A Five-Year Retrospective." Really disappointed to have missed this one at the conference, can't wait to check out the recording! https://
youtube.com/watch?v=jm4pfA
P_hPs
… 2/4 -
SaTML Keynote: Eugenics and AGI Utopia Promise
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s from SaTML are now online (
https://
satml.org/videos/)! Few highlights in this short thread. @timnitGebru
's keynote on "Eugenics and the Promise of Utopia through Artificial General Intelligence" sparked a lot of discussion already, check it out: https://
youtube.com/watch?v=P7XT4T
WLzJw
… 1/4 -
Deep Neural Networks to Predict Extreme Phenomena
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Discovering and forecasting extreme phenomena through deep neural networks https://actuia.com/actualite/decouvrir-et-prevoir-les-phenomenes-extremes-grace-aux-reseaux-de-neurones-profonds/
… #AI #artificialintelligence #research -
Cornell Revolutionizes the Manufacturing of Polymer Nanoparticles
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Cornell researchers aim to revolutionize the manufacturing of polymer nanoparticles https://actuia.com/actualite/des-chercheurs-de-cornell-ambitionnent-de-revolutionner-la-fabrication-des-nanoparticules-polymeres/
… #AI #artificialintelligence #research
@Cornell -
Emergence of Consciousness From Simple Computational Processes
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Nothing fascinates me more than understanding how life and consciousness emerge from running millions and millions and millions of simpler processes. The phenomenon of emergence both bothers and fascinates me equally. And here a wonderful video https://
youtu.be/TYPFenJQciw -
ChatGPT Explained: How It Works and Why
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What Is #ChatGPT Doing … and Why Does It Work? A detailed explanation by @stephen_wolfram #AI #RuleoftheRobots https://
writings.stephenwolfram.com/2023/02/what-i
s-chatgpt-doing-and-why-does-it-work/
… -
Transformer Paper Published in ACM Template Format Questioned
By
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Looks cool but fundamental transformer modeling paper in ACM template though… Why??
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Understanding Closed World Assumption in AI Systems
By
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Did you know that AI operates under a "closed world" assumption? This implies that the system assumes all relevant information is present and anything not explicitly stated is false. Learn more here: https://
indiaai.gov.in/article/unders
tanding-closed-world-assumptions-in-ai?utm_source=Twitter
… @jeevprabnivash @_DigitalIndia @GoI_MeitY @nasscom