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Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data Apple Machine Learning Research

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​Self-training has been shown to be helpful in addressing data scarcity for many domains, including vision, speech, and language. Specifically, self-training, or pseudo-labeling, labels unsupervised data and adds that to the training pool. In this work, we investigate and use pseudo-labeling for a recently proposed… Read More »Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data Apple Machine Learning Research

Generalization on the Unseen, Logic Reasoning and Degree Curriculum Apple Machine Learning Research

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​This paper considers the learning of logical (Boolean) functions with focus on the generalization on the unseen (GOTU) setting, a strong case of out-of-distribution generalization. This is motivated by the fact that the rich combinatorial nature of data in certain reasoning tasks (e.g., arithmetic/logic) makes… Read More »Generalization on the Unseen, Logic Reasoning and Degree Curriculum Apple Machine Learning Research

Operationalize ML models built in Amazon SageMaker Canvas to production using the Amazon SageMaker Model Registry Janisha Anand AWS Machine Learning Blog

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​ You can now register machine learning (ML) models built in Amazon SageMaker Canvas with a single click to the Amazon SageMaker Model Registry, enabling you to operationalize ML models in production. Canvas is a visual interface that enables business analysts to generate accurate ML… Read More »Operationalize ML models built in Amazon SageMaker Canvas to production using the Amazon SageMaker Model Registry Janisha Anand AWS Machine Learning Blog

Don’t Miss Out on the Ultimate Conversational AI Workshop Stefan Kojouharov Chatbots Life – Medium

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​ We are excited to announce our upcoming Conversational AI workshop, designed to help professionals like you learn how to design and develop chatbots, and gain certification in Conversational AI Design, NLU, or ChatGPT. This three-day workshop will feature top industry speakers in Conversational AI, Voice,… Read More »Don’t Miss Out on the Ultimate Conversational AI Workshop Stefan Kojouharov Chatbots Life – Medium

Amazon SageMaker with TensorBoard: An overview of a hosted TensorBoard experience Baichuan Sun AWS Machine Learning Blog

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​ Today, data scientists who are training deep learning models need to identify and remediate model training issues to meet accuracy targets for production deployment, and require a way to utilize standard tools for debugging model training. Among the data scientist community, TensorBoard is a… Read More »Amazon SageMaker with TensorBoard: An overview of a hosted TensorBoard experience Baichuan Sun AWS Machine Learning Blog

Best 20+ AI Paraphrasing Tools for 2023 Prathamesh Ingle Artificial Intelligence Category – MarkTechPost

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​ Increase your content’s uniqueness with the help of an AI paraphrasing tool. Paraphrasing and rewriting phrases and paragraphs are possible with such programs. With the correct artificial intelligence technology, it can be done perfectly. Nowadays, marketers have a lot on their plates with all… Read More »Best 20+ AI Paraphrasing Tools for 2023 Prathamesh Ingle Artificial Intelligence Category – MarkTechPost

Reduce Amazon SageMaker inference cost with AWS Graviton Sunita Nadampalli AWS Machine Learning Blog

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​ Amazon SageMaker provides a broad selection of machine learning (ML) infrastructure and model deployment options to help meet your ML inference needs. It’s a fully-managed service and integrates with MLOps tools so you can work to scale your model deployment, reduce inference costs, manage… Read More »Reduce Amazon SageMaker inference cost with AWS Graviton Sunita Nadampalli AWS Machine Learning Blog

­­­­How Sleepme uses Amazon SageMaker for automated temperature control to maximize sleep quality in real time Trey Robinson AWS Machine Learning Blog

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​ This is a guest post co-written with Trey Robinson, CTO at Sleepme Inc. Sleepme is an industry leader in sleep temperature management and monitoring products, including an Internet of Things (IoT) enabled sleep tracking sensor suite equipped with heart rate, respiration rate, bed and… Read More »­­­­How Sleepme uses Amazon SageMaker for automated temperature control to maximize sleep quality in real time Trey Robinson AWS Machine Learning Blog