Felix Yu

Self-supervised Learning for Large-scale Item Recommendations

Tiansheng Yao, Xinyang Yi, Derek Zhiyuan Cheng et al. · 2021 · 219 citations · Full text

Engineering, Machine Learning, Text Mining +18

cpSGD: Communication-efficient and differentially-private distributed SGD

Naman Agarwal, Ananda Theertha Suresh, Felix Yu et al. · arXiv (Cornell University) · 2018 · 184 citations · Full text

Engineering, Machine Learning, Information Security +16

cpSGD: communication-efficient and differentially-private distributed SGD

Naman Agarwal, Ananda Theertha Suresh, Felix Yu et al. · Neural Information Processing Systems · 2018 · 163 citations

Secure Multi-party Computation, Privacy Protection, Engineering +15

Circulant Binary Embedding

Felix Yu, Sanjiv Kumar, Yunchao Gong et al. · arXiv (Cornell University) · 2014 · 124 citations · Full text

Engineering, Machine Learning, Geometry +16

Assessment of Automated Identification of Phases in Videos of Cataract Surgery Using Machine Learning and Deep Learning Techniques

Felix Yu, Gianluca Silva Croso, Tae Soo Kim et al. · JAMA Network Open · 2019 · 112 citations · Full text