cd /news/machine-learning/communication-efficient-vertical-fed… · home topics machine-learning article
[ARTICLE · art-28758] src=research.nvidia.com ↗ pub= topic=machine-learning verified=true sentiment=· neutral

Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples

NVIDIA researchers and collaborators from Duke University introduced a communication-efficient vertical federated learning method that handles limited overlapping samples, presented at CVPR 2023. The approach reduces communication overhead while maintaining model accuracy in scenarios where data features are distributed across parties with few shared samples.

read1 min views1 publishedJun 15, 2026

Research Labs All Research Labs Spatial Intelligence Applied Research Autonomous Vehicles Deep Imagination Publications AI Playground New and Featured AI Art Gallery NGC Demos Research Areas AI & Machine Learning 3D Deep Learning Computer Vision Robotics All Areas Careers Academic Collaborations Government Collaborations Graduate Fellowship Internships Research Openings Research Scientists Meet the Team Licensing Skip to main content Artificial Intelligence Computing Leadership from NVIDIA Login Research Labs All Research Labs Spatial Intelligence Applied Research Autonomous Vehicles Deep Imagination Publications AI Playground New and Featured AI Art Gallery NGC Demos Research Areas AI & Machine Learning 3D Deep Learning Computer Vision Robotics All Areas Careers Academic Collaborations Government Collaborations Graduate Fellowship Internships Research Openings Research Scientists Meet the Team Licensing Search Search Enter the terms you wish to search for. Publications Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples Authors Jingwei Sun (Duke University) Ziyue Xu Dong Yang Vishwesh Nath Wenqi Li Can Zhao Daguang Xu Yiran Chen (Duke University) Holger Roth Publication Date Monday, October 2, 2023 Published in CVPR 2023 Research Area Artificial Intelligence and Machine Learning External Links CVPR

── more in #machine-learning 4 stories · sorted by recency
── more on @nvidia 3 stories trending now
sponsored brought to you by zahid.host 4,200+ EU-deployed projects
reading about agents? ship yours in a single git push.

Run your AI side-project on zahid.host

EU-based hosting, git-push deploys, automatic HTTPS, no cold starts. Free tier with a custom domain — perfect for shipping the agent you just read about.

$git push zahid main
Live at https://your-agent.zahid.host
Get free account → Pricing
from €0/mo · no card required
LIVE [news/communication-effici…] indexed:0 read:1min 2026-06-15 ·