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Yanzhi Chen
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Do concept bottleneck models learn as intended?
A *Margeloiu, M *Ashman, U *Bhatt, Y Chen, M Jamnik, A Weller
ICLR 2021 - Responsible AI workshop, 2021
762021
A generalizable model-and-data driven approach for open-set RFF authentication
R Xie*, W Xu*, Y Chen, J Yu, A Hu, DWK Ng, AL Swindlehurst
IEEE Transactions on Information Forensics and Security 16, 4435-4450, 2021
642021
Neural approximate sufficient statistics for implicit models
Y Chen, D Zhang, M Gutmann, A Courville, Z Zhu
International Conference on Learning Representations (ICLR), 2021
602021
Deep secure quantization: On privacy-preserving biometric hashing against similarity-based attacks
Y Chen, Y Wo, R Xie, C Wu, G Han
Signal Processing 154, 314-323, 2019
54*2019
Adaptive gaussian copula ABC
Y Chen, MU Gutmann
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2019
202019
Scalable Infomin Learning
Y Chen, Y Li, A Weller
Advances in Neural Information Processing Systems (NeurIPS) 35, 2226-2239, 2022
112022
On Breaking Deep Generative Model-based Defenses and Beyond
Y Chen, R Xie, Z Zhu
International Conference on Machine Learning (ICML), 2020
62020
Slice Summary Statistics for Likelihood-free Inference
Y Chen, MU Gutmann, A Weller
International Conference on Machine Learning (ICML), 2023
3*2023
Mutual Information Multinomial Estimation
Y Chen, Z Ou, A Weller, Y Li
arXiv preprint arXiv:2408.09377, 2024
2024
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Articles 1–9