Lie He

COLA: Decentralized Linear Learning

Lie He, An Bian, Martin Jaggi · arXiv (Cornell University) · 2018 · 43 citations · Full text

Computing, Computer Science, Decentralization +14

Learning from History for Byzantine Robust Optimization

Sai Praneeth Karimireddy, Lie He, Martin Jaggi · Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2021 · 40 citations · Full text

Computing, Computer Science, Algorithms +12

Secure Byzantine-Robust Machine Learning

Lie He, Sai Praneeth Karimireddy, Martin Jaggi · arXiv (Cornell University) · 2020 · 39 citations · Full text

Computing, Computer Science, Cybersecurity +14

Byzantine-Robust Learning on Heterogeneous Datasets via Resampling

Lie He, Sai Praneeth Karimireddy, Martin Jaggi · arXiv (Cornell University) · 2021 · 24 citations · Full text

Computing, Computer Science, Algorithms +15

Learning from History for Byzantine Robust Optimization

Sai Praneeth Karimireddy, Lie He, Martin Jaggi · arXiv (Cornell University) · 2020 · 24 citations · Full text

Computing, Computer Science, Algorithms +12