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Tag Archives: models

Bounding your ML models: Don’t let your algorithms run wild

Transform 2021 Join us for the world’s leading event about accelerating enterprise transformation with AI and Data July 12-16, 2021 Free Registration Join Transform 2021 for the most important themes in enterprise AI & Data. Learn more. The purpose of designing and training algorithms is to set them loose in …

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Google’s Model Search automatically optimizes and identifies AI models

Data: Meet ad creative From TikTok to Instagram, Facebook to YouTube, and more, learn how data is key to ensuring ad creative will actually perform on every platform. Register Now Google today announced the release of Model Search, an open source platform designed to help researchers develop machine learning models …

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Studies find bias in AI models that recommend and diagnose diseases

Research into AI- and machine learning model-driven methods for health care suggests that they hold promise in the areas of phenotype classification, mortality and length-of-stay prediction, and intervention recommendation. But models have traditionally been treated as black boxes in the sense that the rationale behind their suggestions isn’t explained or …

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Deepgram raises $25 million to build custom enterprise speech recognition models

How open banking is driving huge innovation Learn how fintechs and forward-thinking FIs are accelerating personalized financial products through data-rich APIs. Register Now Deepgram, a Y Combinator graduate building custom speech recognition models, today announced that it raised $ 25 million in series B funding led by Tiger Global. CEO …

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AI models from Microsoft and Google already surpass human performance on the SuperGLUE language benchmark

Transform 2021 Join us for the world’s leading event about accelerating enterprise transformation with AI and Data, for enterprise technology decision-makers, presented by the #1 publisher in AI and Data Learn More In late 2019, researchers affiliated with Facebook, New York University (NYU), the University of Washington, and DeepMind proposed …

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AWS releases models and datasets to help predict COVID-19’s spread

How startups are scaling communication The pandemic is making startups take a close look at ramping up their communication solutions. Learn how Amazon Web Services (AWS) today open-sourced a new simulator and machine learning toolkit for anticipating and mitigating the spread of COVID-19. AWS says that the suite, which comprises …

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Microsoft’s updated DeepSpeed can train trillion-parameter AI models with fewer GPUs

Automation and Jobs Read our latest special issue. Open Now Microsoft today released an updated version of its DeepSpeed library that introduces a new approach to training AI models containing trillions of parameters, the variables internal to the model that inform its predictions. The company claims the technique, dubbed 3D …

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Researchers claim bias in AI named entity recognition models

Transform 2020 Watch every session from our flagship AI event On Demand Watch Now Twitter researchers claim to have found evidence of demographic bias in named entity recognition, the first step toward generating automated knowledge bases, or the repositories leveraged by services like search engines. They say their analysis reveals …

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Research shows natural language benchmarks don’t measure AI models’ general knowledge well

Transform 2020 Watch every session from our flagship AI event On Demand Watch Now Open-domain question-answering models — models theoretically capable of responding to novel questions with novel answers — often simply memorize answers found in the data on which they’re trained, depending on the data set. That’s the assertion …

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