Chiyuan Zhang
Chiyuan Zhang
Google Brain
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Understanding deep learning requires rethinking generalization
C Zhang, S Bengio, M Hardt, B Recht, O Vinyals
arXiv preprint arXiv:1611.03530, 2016
29332016
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
17972015
Unsupervised feature selection for multi-cluster data
D Cai, C Zhang, X He
Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010
8922010
Learning with a Wasserstein loss
C Frogner, C Zhang, H Mobahi, M Araya-Polo, T Poggio
arXiv preprint arXiv:1506.05439, 2015
3472015
Transfusion: Understanding transfer learning for medical imaging
M Raghu, C Zhang, J Kleinberg, S Bengio
arXiv preprint arXiv:1902.07208, 2019
3162019
Training deep nets with sublinear memory cost
T Chen, B Xu, C Zhang, C Guestrin
arXiv preprint arXiv:1604.06174, 2016
3132016
Machine theory of mind
N Rabinowitz, F Perbet, F Song, C Zhang, SMA Eslami, M Botvinick
International conference on machine learning, 4218-4227, 2018
1942018
A study on overfitting in deep reinforcement learning
C Zhang, O Vinyals, R Munos, S Bengio
arXiv preprint arXiv:1804.06893, 2018
1802018
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
1692017
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
912011
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
802018
Are all layers created equal?
C Zhang, S Bengio, Y Singer
arXiv preprint arXiv:1902.01996, 2019
722019
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
612014
Unrestricted adversarial examples
TB Brown, N Carlini, C Zhang, C Olsson, P Christiano, I Goodfellow
arXiv preprint arXiv:1809.08352, 2018
532018
Understanding deep learning requires rethinking generalization (2016)
C Zhang, S Bengio, M Hardt, B Recht, O Vinyals
arXiv preprint arXiv:1611.03530, 2016
462016
Identity crisis: Memorization and generalization under extreme overparameterization
C Zhang, S Bengio, M Hardt, MC Mozer, Y Singer
arXiv preprint arXiv:1902.04698, 2019
412019
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
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
292015
Parallel vector field embedding
B Lin, X He, C Zhang, M Ji
The Journal of Machine Learning Research 14 (1), 2945-2977, 2013
272013
What is being transferred in transfer learning?
B Neyshabur, H Sedghi, C Zhang
arXiv preprint arXiv:2008.11687, 2020
252020
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Articles 1–20