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FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

federated-learning machine-learning distributed-optimization non-iid vertical-federated-learning decentralized-federated-learning hierarchical-federated-learning neural-architecture-search transfer-learning continual-learning

awesome-federated-learning's Introduction

Hi 👋, nice to e-meet you here:-) Please drop me an email if you are interested in my company or research.

drawing

Open and Collaborative AI Anywhere at Any Scale

  • Founder and CTO of FedML, Inc (https://fedml.ai), a company building open and collaborative AI anywhere at any scale
  • Ph.D. Degree in Computer Science, University of Southern California, Los Angeles, USA
  • A lifelong learner with a strong passion and interest in scientific research, engineering, production, R&D team management, and entrepreneurship.
  • My Homepage: https://chaoyanghe.com

I'm looking for full-time/part-time researchers, engineers, interns to build products for FedML, Inc. Please drop me an email, if you are good at any area of Machine Learning (optimization, diverse learning paradigms), CV (embedded vision or cloud vision), NLP, Data Mining (e.g., graph neural networks), or Edge Computing (Android/iOS, IoTs, Web-React/Vue.js), Cloud Native Computing (e.g., Java Spring, Kubernetes), Distributed Systems (Distributed Training, NCCL, MQTT, RPC, MPI), Security/Privacy (MPC, DP, etc.). See https://fedml.ai/careers/ for details.

awesome-federated-learning's People

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akaanirban avatar alphapav avatar chaoyanghe avatar emirceyani avatar sachugowda avatar spekulatius avatar xinglinchu avatar yanfangli1986 avatar

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awesome-federated-learning's Issues

楼主怎么不更了

楼主都停更好几个月了,什么时候恢复更新啊,感谢楼主的贡献!

New paper

A new ICML 2020 paper

FedBoost: Communication-Efficient Algorithms for Federated Learning

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