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Chiyuan Zhang
Chiyuan Zhang
Google Brain
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Année
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
47722021
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
23572015
Unsupervised feature selection for multi-cluster data
D Cai, C Zhang, X He
Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010
11212010
Transfusion: Understanding transfer learning for medical imaging
M Raghu, C Zhang, J Kleinberg, S Bengio
Advances in Neural Information Processing Systems, 2019
7662019
Training deep nets with sublinear memory cost
T Chen, B Xu, C Zhang, C Guestrin
arXiv preprint arXiv:1604.06174, 2016
5122016
Learning with a Wasserstein loss
C Frogner, C Zhang, H Mobahi, M Araya, TA Poggio
Advances in neural information processing systems 28, 2015
4982015
Machine theory of mind
N Rabinowitz, F Perbet, F Song, C Zhang, SMA Eslami, M Botvinick
International conference on machine learning, 4218-4227, 2018
3592018
A study on overfitting in deep reinforcement learning
C Zhang, O Vinyals, R Munos, S Bengio
arXiv preprint arXiv:1804.06893, 2018
3262018
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
2412017
Do vision transformers see like convolutional neural networks?
M Raghu, T Unterthiner, S Kornblith, C Zhang, A Dosovitskiy
Advances in Neural Information Processing Systems 34, 12116-12128, 2021
2222021
What is being transferred in transfer learning?
B Neyshabur, H Sedghi, C Zhang
Advances in Neural Information Processing Systems, 2020
1812020
Are all layers created equal?
C Zhang, S Bengio, Y Singer
1132019
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
1052020
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
1042018
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
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
952014
Deduplicating training data makes language models better
K Lee, D Ippolito, A Nystrom, C Zhang, D Eck, C Callison-Burch, N Carlini
arXiv preprint arXiv:2107.06499, 2021
742021
Unrestricted adversarial examples
TB Brown, N Carlini, C Zhang, C Olsson, P Christiano, I Goodfellow
arXiv preprint arXiv:1809.08352, 2018
712018
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
602020
Understanding deep learning requires rethinking generalization. arXiv 2016
C Zhang, S Bengio, M Hardt, B Recht, O Vinyals
arXiv preprint arXiv:1611.03530, 2019
592019
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