VentureBeat

What is federated learning?

One of the key challenges of machine learning is the need for large amounts of data. Gathering training datasets for machine learning models poses privacy, security, and processing risks that ...
Yahoo Finance

Federated Learning Market Valuation to Reach USD 311.4 billion by 2032 | CAGR of 10.2%

New York, Jan. 11, 2024 (GLOBE NEWSWIRE) -- According to research by Market.us, The Worldwide Federated Learning Market size was projected to be USD 133.1 billion in 2023. By the end of 2024, the ...
Forbes

IBM Federated Learning Research - Extracting Machine Learning Models From Multiple Data Pools

As machine learning becomes more pervasive in the data center and the cloud there will be a need to share and aggregate information and knowledge but without exposing or moving the underlying data.
Forbes

How Federated Learning Combined With Gamification Could Restore Privacy To AI Training

Forbes contributors publish independent expert analyses and insights. I write about the broad intersection of data and society. The AI revolution has been built upon centralized warehouses of data, ...
Nature

Federated learning with hyper-network—a case study on whole slide image analysis

Federated learning(FL) is a new kind of Artificial Intelligence(AI) aimed at data privacy preservation that builds on decentralizing the training data for the deep learning model. This new technique ...
Nextgov

Federated Learning Uses The Data Right on Our Devices

Get the latest federal technology news delivered to your inbox. An approach called federated learning trains machine learning models on devices like smartphones and laptops, rather than requiring the ...
Medical Xpress

First ever use of federated learning to train deep learning models on multiple hospitals, without data leaving firewalls

In research published in Nature Medicine today, AI biotech company Owkin has demonstrated for the first time that federated learning (FL) can be used to train deep learning models on data from ...
PharmiWeb

Why Federated Learning is the Next Big Thing in Healthcare AI

The use of Artificial Intelligence (AI) in healthcare holds a lot of promise. It’s already making big improvements in diagnosis, decision support, making work more efficient, and managing health ...