federated learning Archives - insideBIGDATA https://insidebigdata.com/tag/federated-learning/ Your Source for AI, Data Science, Deep Learning & Machine Learning Strategies Wed, 05 Jul 2023 16:21:57 +0000 en-US hourly 1 https://wordpress.org/?v=6.3.2 136462205 Money Laundering Finally Meets Its Match – Federated Learning Will Change the Game https://insidebigdata.com/2023/07/04/money-laundering-finally-meets-its-match-learning-will-change-the-game/ https://insidebigdata.com/2023/07/04/money-laundering-finally-meets-its-match-learning-will-change-the-game/#respond Tue, 04 Jul 2023 10:00:00 +0000 https://insidebigdata.com/?p=32764 In this contributed article, Laurence Hamilton, Chief Commercical Officer, Consilient, discusses the next generation federated learning solution for financial crime detection. Such a solution will help enable banks and other financial institutions to detect high-risk entities and behaviors by sharing insights across different data environments and organizations. ]]> https://insidebigdata.com/2023/07/04/money-laundering-finally-meets-its-match-learning-will-change-the-game/feed/ 0 32764 What Is Federated Learning in Health Care? And How Should Health IT Teams Prepare? https://insidebigdata.com/2023/01/02/what-is-federated-learning-in-health-care-and-how-should-health-it-teams-prepare/ https://insidebigdata.com/2023/01/02/what-is-federated-learning-in-health-care-and-how-should-health-it-teams-prepare/#respond Mon, 02 Jan 2023 14:00:00 +0000 https://insidebigdata.com/?p=31281 In this contributed article, Ittai Dayan, co-founder and CEO of Rhino Health, believes that while traditional machine learning has huge potential for medical researchers, its major shortcoming is the vast amount of centralized data collection that’s required, and the privacy issues this creates. Federated learning has been suggested as a potential solution to this problem. This is a novel ML technique that is able to access data held across numerous decentralized servers (such as data held by individual hospitals), with the data never leaving these servers and remaining completely anonymous. ]]> https://insidebigdata.com/2023/01/02/what-is-federated-learning-in-health-care-and-how-should-health-it-teams-prepare/feed/ 0 31281