Generative Data Intelligence

Tag: Learning Research

Automatically retrain neural networks with Renate

Today we announce the general availability of Renate, an open-source Python library for automatic model retraining. The library provides continual learning algorithms able to...

Implementing Amazon Forecast in the retail industry: A journey from POC to production

Amazon Forecast is a fully managed service that uses statistical and machine learning (ML) algorithms to deliver highly accurate time-series forecasts. Recently, based on...

Graph neural network initialisation of quantum approximate optimisation

Nishant Jain1, Brian Coyle2, Elham Kashefi2,3, and Niraj Kumar21Indian Institute of Technology, Roorkee, India.2School of Informatics, University of Edinburgh, EH8 9AB Edinburgh, United Kingdom.3LIP6,...

Mixture-of-Experts with Expert Choice Routing

Posted by Yanqi Zhou, Research Scientist, Google Research Brain Team The capacity of a neural network to absorb information is limited by the number of...

Machine learning research in acoustics could open up multimodal metaverse

Researchers at MIT and the IBM Watson AI Lab have created a machine learning model to predict what a listener would hear in a...

How Amazon Search achieves low-latency, high-throughput T5 inference with NVIDIA Triton on AWS

Amazon Search’s vision is to enable customers to search effortlessly. Our spelling correction helps you find what you want even if you don’t know the exact spelling of the intended words. In the past, we used classical machine learning (ML) algorithms with manual feature engineering for spelling correction. To make the next generational leap in […]

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