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Stanford AI Lab Papers and Talks at AAAI 2022

The Stanford AI Lab Blog

The 36th AAAI Conference on Artificial Intelligence (AAAI 2022) is being hosted virtually from February 22th - March 1st. We’re excited to share all the work from SAIL that’s being presented, and you’ll find links to papers, videos and blogs below.

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Meet the Fellow: Umang Bhatt

NYU Center for Data Science

This entree is a part of our Meet the Fellow blog series, which introduces and highlights Faculty Fellows who have recently joined CDS CDS Assistant Professor/Faculty Fellow, Umang Bhatt Meet CDS Assistant Professor/Faculty Fellow Umang Bhatt , who will join CDS this fall. In 2022, he was awarded a J.P.

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What are they thinking?

Allen AI

In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 1115–1127, Seattle, United States. Proceedings of the AAAI Conference on Artificial Intelligence, 34(05):7432–7439. General-purpose question-answering with Macaw.

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Differentially private heatmaps

Google Research AI blog

Posted by Badih Ghazi, Staff Research Scientist, and Nachiappan Valliappan, Staff Software Engineer, Google Research Recently, differential privacy (DP) has emerged as a mathematically robust notion of user privacy for data aggregation and machine learning (ML), with practical deployments including the 2022 US Census and in industry.

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Keeping an eye on your cattle using AI technology

AWS Machine Learning Blog

From this blog post, you can have a deep understanding about what AWS can provide for building a smart farm and how to build smart farm applications on the cloud with AWS experts. On the other hand, as of 2022, most of the revenue in the Chinese dairy industry still comes from liquid milk.

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ML and NLP Research Highlights of 2021

Sebastian Ruder

Consequently, 2021 saw much discussion of best practices and ways in which we can reliably evaluate such models going forward, which I cover in this blog post. An art scene emerged around the most recent generation of generative models (see this blog post for an overview). In Proceedings of AAAI 2021. Dathathri, S., Strub, F.,

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