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Yang Guo
Yang Guo
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Low-rank tucker approximation of a tensor from streaming data
Y Sun, Y Guo, C Luo, J Tropp, M Udell
SIAM Journal on Mathematics of Data Science 2 (4), 1123-1150, 2020
872020
Tensor random projection for low memory dimension reduction
Y Sun, Y Guo, JA Tropp, M Udell
arXiv preprint arXiv:2105.00105, 2021
452021
Towards evaluating the robustness of neural networks learned by transduction
J Chen, X Wu, Y Guo, Y Liang, S Jha
arXiv preprint arXiv:2110.14735, 2021
162021
Representation bayesian risk decompositions and multi-source domain adaptation
X Wu, Y Guo, J Chen, Y Liang, S Jha, P Chalasani
arXiv preprint arXiv:2004.10390, 2020
92020
Towards adversarial robustness via transductive learning
J Chen, Y Guo, X Wu, T Li, Q Lao, Y Liang, S Jha
arXiv preprint arXiv:2106.08387, 2021
52021
Two Heads are Better than One: Towards Better Adversarial Robustness by Combining Transduction and Rejection
N Palumbo, Y Guo, X Wu, J Chen, Y Liang, S Jha
arXiv preprint arXiv:2305.17528, 2023
2023
Best of Both Worlds: Towards Adversarial Robustness with Transduction and Rejection
N Palumbo, X Wu, Y Guo, J Chen, Y Liang, S Jha
NeurIPS ML Safety Workshop, 2022
2022
Test-Time Adaptation and Adversarial Robustness
X Wu, Y Guo, T Li, J Chen, Q Lao, Y Liang, S Jha
2020
Low Rank Tucker Approximation of a Tensor from Streaming Data
M Udell, Y Sun, Y Guo, C Luo, J Tropp
2019
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