Federated Learning Applications - 搜索视频

Efficient Secure Aggregation for Federated Learning

Efficient Secure Aggregation for Federated Learning

Federated Learning (FL) trains a global model by having each selected device push only its model update to a central server, keeping raw data local. However, those updates can still leak sensitive information unless the server learns only their sum. A naïve approach is to run a generic secure‑multiparty sum, but off‑the‑shelf protocols ...

Federated learning Concept

What is federated learning?

What is federated learning?

venturebeat.com

2021年8月13日

Federated Learning: A new way of Machine Learning

Federated Learning: A new way of Machine Learning

2023年5月9日

Federated Learning: Theory and Practical

Federated Learning: Theory and Practical

已浏览 99 次11 个月之前

热门视频

Federated Learning: The Future of Privacy-Preserving AI

Federated Learning: The Future of Privacy-Preserving AI

已浏览 10 次8 个月之前

Federated Learning Tutorial

Federated Learning Tutorial

2020年12月6日

Federated Learning

Federated Learning

已浏览 270 次2024年4月29日

Federated learning Benefits

What Is Federated Learning?

What Is Federated Learning?

2019年10月13日

34 reactions | A few days ago we launched two short courses on federated learning! Have you checked them out yet? In these courses, you’ll go from exploring the components of federated learning systems to training LLMs with your own data in a federated way. This two-part course is self-contained. If you already know what federated learning is, you can start directly with part two! Learn more and enroll today: https://hubs.la/Q02JjnYR0 | DeepLearning.AI | Facebook

34 reactions | A few days ago we launched two short courses on federated learning! Have you checked them out yet? In these courses, you’ll go from exploring the components of federated learning systems to training LLMs with your own data in a federated way. This two-part course is self-contained. If you already know what federated learning is, you can start directly with part two! Learn more and enroll today: https://hubs.la/Q02JjnYR0 | DeepLearning.AI | Facebook

FacebookDeepLearning.AI

已浏览 283 次1 个月前

The Pros and Cons of Online Learning: 10 Advantages & Disadvantages

The Pros and Cons of Online Learning: 10 Advantages & Disadvantages

myelearningworld.com

Federated Learning: The Future of Privacy-Preserving AI

Federated Learning: The Future of Privacy-Preserving AI

已浏览 10 次8 个月之前

Federated Learning Tutorial

Federated Learning Tutorial

2020年12月6日

Federated Learning

Federated Learning

已浏览 270 次2024年4月29日

Federated Learning: The new dawn of Machine Learning for IoT |...

Federated Learning: The new dawn of Machine Learning for IoT |...

2023年11月9日

Federated Learning: State of the Art, Current Trends and Challenges

Federated Learning: State of the Art, Current Trends and Challenges

已浏览 8 次2021年11月17日

FLUTE: A scalable federated learning simulation platform - Microsoft Research

FLUTE: A scalable federated learning simulation platform - Micr…

2022年5月16日

MicrosoftAlyssa Hughes

Privacy-preserving and Security in Machine Learning - an Introduction to Federated Learning

Privacy-preserving and Security in Machine Learning - an Introductio…

2024年5月31日

Federated Learning on AWS with FedML: Health analytics without s…

2023年1月13日

Federated Learning (FL): Protecting Data at the Source

2024年2月13日

Applied Machine Learning: Feature Engineering Online Class | LinkedI…

2024年4月16日

The Best Educational App For 2025 - FlashLearners

flashlearners.com

Top 10 Mobile App Development Frameworks in 2026 | Simplilearn

2021年7月5日

simplilearn.com

Future of education: How cloud computing is supporting a new hy…

2021年2月11日

Federated Learning: Challenges, Security, and Financial Applications

已浏览 2 次1 个月前

YouTubeML-AI-NN

#4 Federated Learning for Drug Discovery | Christopher Woodward

已浏览 38 次1 周前

YouTubeTariq Daouda, PhD

What is Federated Learning?

YouTubeData Science Made Easy

Federated & Distributed Learning Security | Certified AI Security Pro…

已浏览 1 次3 个月之前

Understanding Federated Learning: Collaboration Without Centralization

已浏览 179 次2025年1月24日

YouTubeBring Your Ideas to Life

CC50: Four Levels of Federation | Federated Services and Applicatio…

已浏览 4.2万次2021年1月31日

YouTubeUniversity Academy

Federated Reinforcement Learning: Collaborative Policy Optimization …

已浏览 446 次2024年10月26日

YouTubeYousef Emami

A visual Introduction to Federated or Collaborative Learning

已浏览 2万次2022年9月12日

YouTube650 AI Lab

Edge-cloud Collaborative Learning with Federated and Centralized Fe…

2023年7月18日

Federated Learning in Healthcare

已浏览 3 次6 个月之前

YouTubeTrenton R

Federated Learning Research using NVIDIA Flare on AWS

已浏览 3113 次2023年1月5日

YouTubeAWS Events

Accelerating the Decentralized Federated Learning via Manipulati…

2024年5月13日

Blockchain-enabled architecture for federated learning applications (Fl…

已浏览 2059 次2023年10月13日

联邦学习：技术角度的讲解（中文）Introduction to Federated Learni…

已浏览 3.8万次2019年12月2日

YouTubeShusen Wang

Federated Multi-Task Learning under a Mixture of Distributions

已浏览 71 次2023年8月1日

FedHGN: A Federated Framework for Heterogeneous Graph Neural …

已浏览 410 次2023年8月10日

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