Sanmi Koyejo

Advances and Open Problems in Federated Learning

Peter Kairouz, H. Brendan McMahan, Brendan Avent et al. · Foundations and Trends® in Machine Learning · 2020 · 4.2K citations · Full text

A Field Guide to Federated Optimization

Jianyu Wang, Zachary Charles, Zheng Xu et al. · arXiv (Cornell University) · 2021 · 167 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Are Emergent Abilities of Large Language Models a Mirage?

Rylan Schaeffer, Brando Miranda, Sanmi Koyejo · arXiv (Cornell University) · 2023 · 132 citations · Full text

Different Metrics, Language Evolution, Neurolinguistics +20

Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation

Cong Xie, Sanmi Koyejo, Indranil Gupta · arXiv (Cornell University) · 2019 · 59 citations · Full text

Cluster Computing, Blockchain Consensus Protocol, Engineering +17

Its Alive: AI Independence Without Human Prompting

Andy Zou, Long Phan, Sarah Chen et al. · arXiv (Cornell University) · 2023 · 59 citations · Full text