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Massachusetts Institute of Technology: Faster computing results without fear of errors

Researchers have pioneered a technique that can dramatically accelerate certain types of computer programs automatically, while ensuring program results remain accurate.Their system boosts the speeds of programs that run in the Unix shell, a ubiquito

Dimitris karnikisKonstantinos kallasTammam mustafaThurstonhy dangDouglas mcilroyJan bielakMichael greenbergDiomidis spinellisAthens university of economicsArtificial intelligence laboratoryDepartment of computer science at dartmouth collegeWarsaw staszic high schoolStevens institute of technologyDelft technical universityUniversity of pennsylvaniaLinux foundation

Faster computing results without fear of errors

Faster computing results without fear of errors
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Dimitris karnikisKonstantinos kallasTammam mustafaThurstonhy dangDouglas mcilroyJan bielakMichael greenbergDiomidis spinellisAthens university of economicsArtificial intelligence laboratoryDepartment of computer science at dartmouth collegeNational science foundationWarsaw staszic high schoolStevens institute of technologyDelft technical universityDefense advanced research projects agency

Using AFM and Machine Learning to Classify Bulk Mechanical Properties of Impact CoPolymers

This article outlines the use of deep learning technology to measure the impact of copolymers and polymers.

Seungyoonb yuKyle kastnerEmily robertsonT nathan mundhenkYoshiyuki kubotaMr brian gallagherAlaa abdel latifRz ruoqian linJeremy howardCarar schiavonAnnam hiszpanskiBruker nano surfacesmarBrock beauchampGulcin pekkurnazLyndsey kirkZhao zhang

Developing an AI Algorithm to Monitor Infant Sleep Positions

A team of researchers has developed an optimal AI algorithm for infant sleep posture classification to help prevent sudden infant death syndrome.

United statesUnited kingdomBritish columbiaCity ofMegan craigFeng yu shutterstockLas vegasMovement tracking of infantsTransactions on neural networksInternational journal of computer visionJournal of information technology in constructionNetwork trainingIntegers in deep neural networksNetwork collected intelligenceConvolutional networksProceedings of the international conference on machine

Petuum Awarded OSDI 2021 Best Paper for Goodput-Optimized Deep Learning Research

Petuum Awarded OSDI 2021 Best Paper for Goodput-Optimized Deep Learning Research
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Keun choeEric xingWillie neiswangerEricp xingGregoryr gangerAurick qiaoSuhas jayaram subramanyaChao zhangCarnegie mellon universityPetuum incMohamed bin zayed university of artificial intelligenceScalable learningJay lepreau best paper awardOperating systems designCo adaptive cluster schedulingGoodput optimized deep learning