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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
285*2020
TorchAudio: Building blocks for audio and speech processing
YY Yang, M Hira, Z Ni, A Chourdia, A Astafurov, C Chen, CF Yeh, ...
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021
1392021
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
60*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
602017
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
382019
Connecting interpretability and robustness in decision trees through separation
M Moshkovitz, YY Yang, K Chaudhuri
International Conference on Machine Learning, 7839-7849, 2021
182021
Understanding Rare Spurious Correlations in Neural Networks
YY Yang, CN Chou, K Chaudhuri
arXiv preprint arXiv:2202.05189, 2022
152022
What you see is what you get: Principled deep learning via distributional generalization
B Kulynych, YY Yang, Y Yu, J Błasiok, P Nakkiran
Advances in Neural Information Processing Systems 35, 2168-2183, 2022
10*2022
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
102021
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
102020
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
7*2018
Probing Predictions on OOD Images via Nearest Categories
YY Yang, C Rashtchian, R Salakhutdinov, K Chaudhuri
Transactions on Machine Learning Research, 2023
3*2023
Person-identifying brainprints are stably embedded in EEG mindprints
YY Yang, AHC Hwang, CT Wu, TR Huang
Scientific Reports 12 (1), 17031, 2022
32022
A Principled Approach to Trustworthy Machine Learning
YY Yang
UC San Diego, 2022
2022
Adversarial Robustness
YY Yang
2021
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Articles 1–15