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Yao-Yuan Yang
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Year
A closer look at accuracy vs. robustness
YY Yang, C Rashtchian, H Zhang, R Salakhutdinov, K Chaudhuri
Advances in Neural Information Processing Systems 33, 2020
154*2020
libact: Pool-based active learning in python
YY Yang, SC Lee, YA Chung, TE Wu, SA Chen, HT Lin
arXiv preprint arXiv:1710.00379, 2017
502017
Robustness for Non-Parametric Classification: A Generic Attack and Defense
YY Yang, C Rashtchian, Y Wang, K Chaudhuri
International Conference on Artificial Intelligence and Statistics, 941--951, 2020
45*2020
TorchAudio: Building blocks for audio and speech processing
YY Yang, M Hira, Z Ni, A Chourdia, A Astafurov, C Chen, CF Yeh, ...
arXiv preprint arXiv:2110.15018, 2021
422021
Deep learning with a rethinking structure for multi-label classification
YY Yang, YA Lin, HM Chu, HT Lin
Asian Conference on Machine Learning, 125-140, 2019
272019
Connecting interpretability and robustness in decision trees through separation
M Moshkovitz, YY Yang, K Chaudhuri
International Conference on Machine Learning, 7839-7849, 2021
112021
Pablo: Helping novices debug python code through data-driven fault localization
B Cosman, M Endres, G Sakkas, L Medvinsky, YY Yang, R Jhala, ...
Proceedings of the 51st ACM Technical Symposium on Computer Science …, 2020
72020
Understanding Rare Spurious Correlations in Neural Networks
YY Yang, CN Chou, K Chaudhuri
arXiv preprint arXiv:2202.05189, 2022
62022
Cost-Sensitive Reference Pair Encoding for Multi-Label Learning
YY Yang, KH Huang, CW Chang, HT Lin
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 143--155, 2018
5*2018
What You See is What You Get: Distributional Generalization for Algorithm Design in Deep Learning
B Kulynych, YY Yang, Y Yu, J Błasiok, P Nakkiran
arXiv preprint arXiv:2204.03230, 2022
42022
Hide and seek: Choices of virtual backgrounds in video chats and their effects on perception
AHC Hwang, CY Wang, YY Yang, AS Won
Proceedings of the ACM on Human-Computer Interaction 5 (CSCW2), 1-30, 2021
32021
Robustness and Generalization to Nearest Categories
YY Yang, C Rashtchian, R Salakhutdinov, K Chaudhuri
arXiv preprint arXiv:2011.08485, 2021
22021
Close Category Generalization
YY Yang, C Rashtchian, R Salakhutdinov, K Chaudhuri
CoRR, abs/2011.08485, 2020
12020
Person-identifying brainprints are stably embedded in EEG mindprints
YY Yang, AHC Hwang, CT Wu, TR Huang
Scientific reports 12 (1), 1-10, 2022
2022
A Principled Approach to Trustworthy Machine Learning
YY Yang
UC San Diego, 2022
2022
Adversarial Robustness
YY Yang
2021
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