Chiyuan Zhang

Understanding deep learning (still) requires rethinking generalization

Chiyuan Zhang, Samy Bengio, Moritz Hardt et al. · Communications of the ACM · 2021 · 2.2K citations · Full text

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +16

MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems

Tianqi Chen, Mu Li, Yutian Li et al. · arXiv (Cornell University) · 2015 · 1.9K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Unsupervised feature selection for multi-cluster data

Deng Cai, Chiyuan Zhang, Xiaofei He · 2010 · 1.1K citations

Cluster Computing, Engineering, Machine Learning +16

Understanding deep learning requires rethinking generalization

Chiyuan Zhang, Samy Bengio, Moritz Hardt et al. · arXiv (Cornell University) · 2016 · 1.1K citations · Full text

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +15

Transfusion: Understanding Transfer Learning for Medical Imaging

Maithra Raghu, Chiyuan Zhang, Jon Kleinberg et al. · arXiv (Cornell University) · 2019 · 642 citations · Full text

Few-shot Learning, Convolutional Neural Network, Engineering +19