Posted by Alan Ho, Product Lead and Masoud Mohseni, Technical Lead, Google Research “Nature isn’t classical, damnit, so if you want to m... (more…)
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Everyone is talking about artificial intelligence (AI) and machine learning these days. This is not just of strategic relevance for companies the likes of Google, Apple, Amazon, Facebook or Salesforce.com. AI is now a term that all companies should be fam...
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Access Google Forms with a free Google account (for personal use) or Google Workspace account (for business use). (more…)
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Machine Learning (ML) has some hefty gravitational force in the Software development world at the moment. But what exactly is it? In this post I’ll take a top-down approach attempting to make it crys... (more…)
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ML models often exhibit unexpectedly poor behavior when they are deployed in
real-world domains. We identify underspecification as a key reason for these
failures. An ML pipeline is underspecified when it can return many predictors
with equivalently stron... (more…)
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