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Brett Drury
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Federated Machine Learning - Collaborative Machine Learning without Centralised Training Data

Like a failed communist state traditional machine learning centralises training of a model on a single machine. Centralising data in a single central location is not always possible for a variety of reasons such as slow network connections, and legal constraints. These limitations have produced a series of techniques that allow the decentralised training of a model. This…See More
Oct 17
Brett Drury updated their profile
Oct 16

Profile Information

Short Bio
Senior Data Scientist at Skim Technologies. PhD in Computer Science — UP, Post-Doctoral Scholar at USP and Research Fellow — NUIG— worked on an H2020 EU project.
My Web Site Or LinkedIn Profile
http://https://www.skimtechnologies.com/
Field of Expertise
Data Science, Machine Learning, AI, Deep Learning
Professional Status
Other
Your Company:
Skim Technologies
Industry:
IT
Your Job Title:
Senior Data Scientist
Interests:
Contributing, Networking

Brett Drury's Blog

Federated Machine Learning - Collaborative Machine Learning without Centralised Training Data

Posted on October 16, 2019 at 2:00am 0 Comments

Like a failed communist state traditional machine learning centralises training of a model on a single machine. Centralising data in a single central location is not always possible for a variety of reasons such as slow network connections, and legal constraints. These…

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