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Yao-Yuan Yang
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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
323*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
1602021
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
64*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
612017
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
402019
Understanding Rare Spurious Correlations in Neural Networks
YY Yang, CN Chou, K Chaudhuri
arXiv preprint arXiv:2202.05189, 2022
212022
Connecting interpretability and robustness in decision trees through separation
M Moshkovitz, YY Yang, K Chaudhuri
International Conference on Machine Learning, 7839-7849, 2021
212021
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
15*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
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
112020
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
Person-identifying brainprints are stably embedded in EEG mindprints
YY Yang, AHC Hwang, CT Wu, TR Huang
Scientific Reports 12 (1), 17031, 2022
42022
Mitigating llm hallucinations via conformal abstention
YA Yadkori, I Kuzborskij, D Stutz, A György, A Fisch, A Doucet, ...
arXiv preprint arXiv:2405.01563, 2024
22024
Probing Predictions on OOD Images via Nearest Categories
YY Yang, C Rashtchian, R Salakhutdinov, K Chaudhuri
Transactions on Machine Learning Research, 2023
2*2023
A Principled Approach to Trustworthy Machine Learning
YY Yang
University of California, San Diego, 2022
2022
Adversarial Robustness
YY Yang
2021
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Artículos 1–16