A Marketplace for Data: An Algorithmic Solution

In this work, we aim to design a data marketplace; a robust real-time matching mechanism to efficiently buy and sell training data for Machine Learning tasks. While the monetization of data and pre-trained models is an essential focus of industry today, there does not exist a market mechanism to pri...

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Bibliographic Details
Main Authors: Agarwal, Anish, Dahleh, Munther A, Sarkar, Tuhin
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:English
Published: Association for Computing Machinery (ACM) 2020
Online Access:https://hdl.handle.net/1721.1/128759