Deep Learning with Label Differential Privacy

Favorite Posted by Pasin Manurangsi and Chiyuan Zhang, Research Scientists, Google Research Over the last several years, there has been an increased focus on developing differential privacy (DP) machine learning (ML) algorithms. DP has been the basis of several practical deployments in industry — and has even been employed by

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Shared by Google AI Technology May 25, 2022

How we build with and for people with disabilities

Favorite Editor’s note: Today is Global Accessibility Awareness Day. We’re also sharing how we’re making education more accessibleand launching a newAndroid accessibility feature. Over the past nine years, my job has focused on building accessible products and supporting Googlers with disabilities. Along the way, I’ve been constantly reminded of how

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Shared by Google AI Technology May 19, 2022

Use Amazon Lex to capture street addresses

Favorite Amazon Lex provides automatic speech recognition (ASR) and natural language understanding (NLU) technologies to transcribe user input, identify the nature of their request, and efficiently manage conversations. Lex lets you create sophisticated conversations, streamline your user experience to improve customer satisfaction (CSAT) scores, and increase containment in your contact

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Shared by AWS Machine Learning May 18, 2022

Customize pronunciation using lexicons in Amazon Polly

Favorite Amazon Polly is a text-to-speech service that uses advanced deep learning technologies to synthesize natural-sounding human speech. It is used in a variety of use cases, such as contact center systems, delivering conversational user experiences with human-like voices for automated real-time status check, automated account and billing inquiries, and

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Shared by AWS Machine Learning May 17, 2022

How do pilots ensure knowledge is reused?

Favorite One of the biggest challenges is knowledge re-use. How does the aviation industry address this challenge? Image from wikimedia commons I often refer to aviation as a successful example of knowledge management, with lessons captured from every accident and incident and provided to pilots in the form of checklists,

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Shared by Nick Milton May 16, 2022