Chuan Guo
Chuan Guo
Research Scientist, Facebook AI Research
Email verificata su - Home page
Citata da
Citata da
On calibration of modern neural networks
C Guo, G Pleiss, Y Sun, KQ Weinberger
arXiv preprint arXiv:1706.04599, 2017
Countering adversarial images using input transformations
C Guo, M Rana, M Cisse, L Van Der Maaten
arXiv preprint arXiv:1711.00117, 2017
Supervised word mover's distance
G Huang, C Guo, MJ Kusner, Y Sun, F Sha, KQ Weinberger
Advances in Neural Information Processing Systems, 4862-4870, 2016
An empirical study on evaluation metrics of generative adversarial networks
Q Xu, G Huang, Y Yuan, C Guo, Y Sun, F Wu, K Weinberger
arXiv preprint arXiv:1806.07755, 2018
Simple black-box adversarial attacks
C Guo, JR Gardner, Y You, AG Wilson, KQ Weinberger
arXiv preprint arXiv:1905.07121, 2019
Discovering and exploiting additive structure for Bayesian optimization
J Gardner, C Guo, K Weinberger, R Garnett, R Grosse
Artificial Intelligence and Statistics, 1311-1319, 2017
Low frequency adversarial perturbation
C Guo, JS Frank, KQ Weinberger
arXiv preprint arXiv:1809.08758, 2018
Palindromic rich words and run-length encodings
C Guo, J Shallit, AM Shur
Information Processing Letters 116 (12), 735-738, 2016
A new defense against adversarial images: Turning a weakness into a strength
S Hu, T Yu, C Guo, WL Chao, KQ Weinberger
Advances in Neural Information Processing Systems, 1635-1646, 2019
Breaking the glass ceiling for embedding-based classifiers for large output spaces
C Guo, A Mousavi, X Wu, DN Holtmann-Rice, S Kale, S Reddi, S Kumar
Advances in Neural Information Processing Systems, 4943-4953, 2019
Certified data removal from machine learning models
C Guo, T Goldstein, A Hannun, L van der Maaten
arXiv preprint arXiv:1911.03030, 2019
On tight bounds for binary frameproof codes
C Guo, DR Stinson, T Van Trung
Designs, Codes and Cryptography 77 (2-3), 301-319, 2015
TrojanNet: Embedding Hidden Trojan Horse Models in Neural Networks
C Guo, R Wu, KQ Weinberger
arXiv preprint arXiv:2002.10078, 2020
On the combinatorics of palindromes and antipalindromes
C Guo, J Shallit, AM Shur
arXiv preprint arXiv:1503.09112, 2015
Secure multiparty computations in floating-point arithmetic
C Guo, A Hannun, B Knott, L van der Maaten, M Tygert, R Zhu
arXiv preprint arXiv:2001.03192, 2020
On symmetric designs and binary 3-frameproof codes
C Guo, DR Stinson, T van Trung
Algebraic Design Theory and Hadamard Matrices, 125-136, 2015
A tight bound on the size of certain separating hash families
C Guo, DR Stinson
arXiv preprint arXiv:1510.00293, 2015
On the b-chromatic number of cartesian products
C Guo, M Newman
Discrete Applied Mathematics 239, 82-93, 2018
Threats and Countermeasures in Machine Learning Applications
C Guo
Fingerprinting Codes and Related Combinatorial Structures
C Guo
University of Waterloo, 2015
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