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Researchers at MIT and Amazon Study Pervasive Label Errors in Test...

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Large labeled data sets are crucial for successful supervised machine learning (ML) across several domains such as image classification, sentiment analysis, and audio classification....
Natural Language Understanding and Natural Language Generation

Amazon Research Introduces Deep Reinforcement Learning For NLU Ranking Tasks

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In recent years, voice-based virtual assistants such as Google Assistant and Amazon Alexa have grown popular. This has presented both potential and challenges for...

Researchers Propose Mitigation Strategies to Tackle Overinterpretation of Deep Learning Methods

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While neural networks can be trained to learn, understanding a machine's decision-making process is challenging. According to MIT researchers, image classifiers are generally graded...

AWS Launches EC2 P4d Instance Powered By NVIDIA A100 Tensor Core...

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Amazon Web Services Inc. made its next-generation graphics processing unit-based compute instances (for high-performance computing and ML workloads) available to all its customers. The Amazon EC2...

AWS Launches Graviton3 Processors For Machine Learning Workloads

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Amazon Web Services (AWS) announced the launch of the third generation of its AWS Graviton chip-powered instances, the AWS Graviton3, will power all-new Amazon...

AWS Announces Redshift ML To Allow Users To Train Machine Learning...

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Amazon has announced the general availability of Redshift ML, enabling customers to utilize SQL to query and combine structured and semi-structured data across various...

Amazon Uses Machine Learning to Improve Video Quality on Prime Video

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Because streaming video might be harmed by flaws introduced during recording, encoding, packing, or transmission, most subscription video services, such as Amazon Prime Video,...

AWS Provides High-Performance, Low-Cost Machine Learning Cloud Infrastructure Accelerating Organizations’ AI...

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Artificial intelligence and machine learning are essential technologies that may help businesses find new ways to boost sales, cut expenses, improve processes, and better...

AI Researchers Unveil The First Deep Videos Text-Replacement Method, ‘STRIVE’

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A Team of researchers are working together to solve the problem of realistically altering scene text in videos. Their main application behind this research...

In a Latest Machine Learning Research, Amazon Researchers Propose an End-To-End...

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With the rapid rise of the internet, e-commerce websites like Amazon, eBay, and Walmart have become essential avenues for online buying and business transactions....