Chiyuan Zhang
Chiyuan Zhang
Google Brain
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Understanding deep learning (still) requires rethinking generalization
C Zhang, S Bengio, M Hardt, B Recht, O Vinyals
Communications of the ACM 64 (3), 107-115, 2021
32652021
Mxnet: A flexible and efficient machine learning library for heterogeneous distributed systems
T Chen, M Li, Y Li, M Lin, N Wang, M Wang, T Xiao, B Xu, C Zhang, ...
arXiv preprint arXiv:1512.01274, 2015
19112015
Unsupervised feature selection for multi-cluster data
D Cai, C Zhang, X He
Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010
9622010
Transfusion: Understanding transfer learning for medical imaging
M Raghu, C Zhang, J Kleinberg, S Bengio
Advances in Neural Information Processing Systems, 2019
404*2019
Learning with a Wasserstein loss
C Frogner, C Zhang, H Mobahi, M Araya-Polo, T Poggio
arXiv preprint arXiv:1506.05439, 2015
3832015
Training deep nets with sublinear memory cost
T Chen, B Xu, C Zhang, C Guestrin
arXiv preprint arXiv:1604.06174, 2016
3402016
Machine theory of mind
N Rabinowitz, F Perbet, F Song, C Zhang, SMA Eslami, M Botvinick
International conference on machine learning, 4218-4227, 2018
2312018
A study on overfitting in deep reinforcement learning
C Zhang, O Vinyals, R Munos, S Bengio
arXiv preprint arXiv:1804.06893, 2018
2112018
Automated fault detection without seismic processing
M Araya-Polo, T Dahlke, C Frogner, C Zhang, T Poggio, D Hohl
The Leading Edge 36 (3), 208-214, 2017
1882017
A variance minimization criterion to feature selection using laplacian regularization
X He, M Ji, C Zhang, H Bao
IEEE transactions on pattern analysis and machine intelligence 33 (10), 2013 …, 2011
992011
Theory of deep learning IIb: Optimization properties of SGD
C Zhang, Q Liao, A Rakhlin, B Miranda, N Golowich, T Poggio
arXiv preprint arXiv:1801.02254, 2018
862018
Are all layers created equal?
C Zhang, S Bengio, Y Singer
arXiv preprint arXiv:1902.01996, 2019
852019
Machine-learning based automated fault detection in seismic traces
C Zhang, C Frogner, M Araya-Polo, D Hohl
76th EAGE Conference and Exhibition 2014 2014 (1), 1-5, 2014
662014
Unrestricted adversarial examples
TB Brown, N Carlini, C Zhang, C Olsson, P Christiano, I Goodfellow
arXiv preprint arXiv:1809.08352, 2018
572018
Understanding deep learning requires rethinking generalization (2016)
C Zhang, S Bengio, M Hardt, B Recht, O Vinyals
arXiv preprint arXiv:1611.03530, 2017
522017
What is being transferred in transfer learning?
B Neyshabur, H Sedghi, C Zhang
Advances in Neural Information Processing Systems, 2020
452020
Identity crisis: Memorization and generalization under extreme overparameterization
C Zhang, S Bengio, M Hardt, MC Mozer, Y Singer
The International Conference on Learning Representations, 2020
432020
What neural networks memorize and why: Discovering the long tail via influence estimation
V Feldman, C Zhang
Advances in Neural Information Processing Systems, Spotlight, 2020
382020
MXNet: a flexible and efficient machine learning library for heterogeneous distributed systems (2015)
T Chen, M Li, Y Li, M Lin, N Wang, M Wang, T Xiao, B Xu, C Zhang, ...
arXiv preprint arXiv:1512.01274, 2015
322015
A deep representation for invariance and music classification
C Zhang, G Evangelopoulos, S Voinea, L Rosasco, T Poggio
2014 IEEE international conference on acoustics, speech and signal …, 2014
302014
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Articles 1–20