Salesforce AI Research Proposes ‘DeepTime,’ A Deep Time-Index Based Model Trained Via A Meta-Learning Formulation To Automatically Learn A Representation Function From Time-Series Data

In many commercial and scientific applications, the challenge of forecasting or predicting future values based on historical values is crucial. This is because forecasting can aid in making critical decisions, such as how much inventory of a given product to keep on hand or how to allocate resources effectively in a data center. Time-series data—a […]

The post Salesforce AI Research Proposes ‘DeepTime,’ A Deep Time-Index Based Model Trained Via A Meta-Learning Formulation To Automatically Learn A Representation Function From …

ai paper summary ai research ai shorts applications artificial intelligence country data deep learning editors pick function index learn machine learning meta meta-learning representation research salesforce salesforce research series staff tech news technology unicorns usa