Yuhan Liu
Yuhan Liu
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Learning discrete distributions: user vs item-level privacy
Y Liu, AT Suresh, FXX Yu, S Kumar, M Riley
Advances in Neural Information Processing Systems 33, 20965-20976, 2020
Interactive inference under information constraints
J Acharya, CL Canonne, Y Liu, Z Sun, H Tyagi
IEEE Transactions on Information Theory 68 (1), 502-516, 2021
Estimating sparse discrete distributions under privacy and communication constraints
J Acharya, P Kairouz, Y Liu, Z Sun
Algorithmic Learning Theory, 79-98, 2021
A perspective on data sharing in digital food safety systems
C Qian, Y Liu, C Barnett-Neefs, S Salgia, O Serbetci, A Adalja, J Acharya, ...
Critical Reviews in Food Science and Nutrition 63 (33), 12513-12529, 2023
Discrete distribution estimation under user-level local differential privacy
J Acharya, Y Liu, Z Sun
International Conference on Artificial Intelligence and Statistics, 8561-8585, 2023
Distributed estimation with multiple samples per user: Sharp rates and phase transition
J Acharya, C Canonne, Y Liu, Z Sun, H Tyagi
Advances in neural information processing systems 34, 18920-18931, 2021
Algorithms for bounding contribution for histogram estimation under user-level privacy
Y Liu, AT Suresh, W Zhu, P Kairouz, M Gruteser
International Conference on Machine Learning, 21969-21996, 2023
The role of randomness in quantum state certification with unentangled measurements
Y Liu, J Acharya
The Thirty Seventh Annual Conference on Learning Theory, 3523-3555, 2024
Self-supervised Learning for User Sequence Modeling
Y Liu, L Ning, N Wu, K Singhal, PA Mansfield, D Berlowitz, S Prakash, ...
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