Distributed Learning with a Local Touch: Improving Efficiency in Multiparty Learning - Shiva
-20% with code BOOKS
Shipping in 12-18 days
30-day return policy
Multiparty learning as an emerging topic, many of the related frameworks and ap-plications are proposed. In this section, we explore the extent of these frameworks and technologies. Yang et al.72 provide a comprehensive survey of existing works on a secure fed-erated learning framework. Bonawitz et al.8 build a scalable production system for Federated Learning in the domain of mobile devices. Kone¿n`yetal.3 ... Full description
You May Also Like
TOP
The Culture Map: Breaking Through the Invisible Boundaries of Global Business
-20% with code BOOKS
In stock
TOP
Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones
-20% with code BOOKS
In stock
TOP
The Nord Stream Conspiracy: The Inside Story of the Explosions That Shook the World
-20% with code BOOKS
Out of stock
TOP
Women Who Run with the Wolves: Myths and Stories of the Wild Woman Archetype
Clarissa Pinkola Estés, Clarissa Pinkola Estes
-20% with code BOOKS
In stock at our supplier
TOP
Prisoners of Geography: Updated 10th Anniversary Edition: Ten Maps That Tell You Everything You Need To Know About Global Politics
-20% with code BOOKS
In stock at our supplier
TOP
All about Love: New Visions
-20% with code BOOKS
In stock at our supplier
TOP
Sapiens: A Brief History of Humankind
-20% with code BOOKS
In stock at our supplier
TOP
How Democracies Die
Steven Levitsky, Daniel Ziblatt
-20% with code BOOKS
In stock at our supplier
TOP
Classic Football Shirts
Classic Football Shirts, Rory Smith
-20% with code BOOKS
In stock at our supplier
TOP
The Whole-Brain Child: 12 Revolutionary Strategies to Nurture Your Child's Developing Mind
Daniel J. Siegel, Tina Payne Bryson
-20% with code BOOKS
In stock at our supplier
TOP
Everything I Know About Love: Now a Major BBC One Series
-20% with code BOOKS
In stock
TOP
Braiding Sweetgrass: Indigenous Wisdom, Scientific Knowledge and the Teachings of Plants
-20% with code BOOKS
In stock at our supplier
TOP
The Year of Magical Thinking
-20% with code BOOKS
In stock at our supplier
TOP
To Kill a Mockingbird. 60th Anniversary Edition
-20% with code BOOKS
In stock
TOP
Factfulness: Ten Reasons We're Wrong About The World - And Why Things Are Better Than You Think
Anna Rosling Rönnlund, Ola Rosling, Hans Rosling
-20% with code BOOKS
In stock at our supplier
Description
Multiparty learning as an emerging topic, many of the related frameworks and ap-plications are proposed. In this section, we explore the extent of these frameworks and technologies. Yang et al.72 provide a comprehensive survey of existing works on a secure fed-erated learning framework. Bonawitz et al.8 build a scalable production system for Federated Learning in the domain of mobile devices. Kone¿n`yetal.30 propose ways to reduce communication costs in federated learning. Nishio and Yonetani44 propose a new Federated Learning protocol, FedCS, which can actively manage computing workers based on their resource conditions. Zhao et al.75 notice that conventional federated learning fails on learning non-IID data and propose a strategy to improve training on non-IID data by creating a small subset of data which is globally shared between all the edge devices. Smith et al.63 propose fed-erated multi-task learning, which is a novel systems-aware optimization method, MOCHA.