The future of machine learning for companies out there will be much more about creativity and less about repetitive work. Wrangling data, algorithms, and operationalizing models will be fully automated. At @abacusai we've made a lot of progress in that direction!
INNOVATION
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The Right Attitude Determines Your Success
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The One Thing That Determines How Successful You Can Be https://
jimrohn.com/the-right-atti
tude
… @ASMEdotorg @3DSNorthAmerica @cyngn @MargaretSiegien @3DStherese @Cindybolt61 @fogoros @DrFerdowsi @CRudinschi @PawlowskiMario @IIoT_World @MEngineeringMag #Science #Engineering #Technology #SET -
Workshop on Trustworthy AI Systems: Expert Perspectives
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Glimpses from the two-day workshop on Trustworthy AI where experts across industry, academia, and non-profits shared their perspectives on developing and sustaining trustworthy AI systems. @MSFTResearch @Penn @AI4Code @SriramRajamani @RajeevAlur
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AI Generates Protein Blueprints Using Generative Art Techniques
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“What can machines do that humans can’t do at all?” Using the techniques that underpin A.I. art generators like DALL-E, scientists are generating blueprints for new proteins — tiny biological mechanisms that can change the way of our bodies behave:
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Calculators and AI: Tools That Amplify Expertise, Not Replace Learning
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I think, for most people, that our experience with calculators is the closest thing we have to what the AI is doing right now. The calculator didn't stop people from learning math. In fact, it became a much more powerful weapon, the more math you knew.
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AI Generation as a Game-Changing Tool: The Replicator Analogy
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We build off the knowledge around us. I absolutely agree. There's something about the instant generation from the AI, though. It's on another level. You're the chef, and it's the Star Trek replicator making your food for you with the push of a button.
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Data Volume and Mining Drive Commercial AI Insights
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The driving forces in this brave new world are access to ever-increasing volumes of data and our ever-increasing technological capability to mine that data for commercial insights
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Robust Gaussian Estimation: Novel Techniques in Statistical Learning
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Finally, see simultaneous work of Alabi, @praveshkkothari
, Tankala, Venkat, Zhang, which also studies private & robust Gaussian estimation from a robust stats perspective. Totally different techniques! https://
arxiv.org/abs/2212.08018 Again, our paper link: https://
arxiv.org/abs/2212.05015 12/12 -
Private Robust Gaussian Estimation Framework Near-Optimal Sample Complexity
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So what can we do with this framework? The most interesting application is estimating Gaussians privately AND robustly: the resulting algorithm nails it, with a near-optimal sample complexity. Other potential applications include mean estimation, regression, etc. 9/n
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Free AI Conference on Generative AI and Large Language Models
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AI in 2023 Learn about Generative AI, Large Language Models, and ML in Production at this FREE AI conference by @abacusai
! RSVP now https://
eventbrite.com/e/stateofthear
t-free-ai-conference-with-top-aiml-influencers-tickets-472810176967
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