Следене
Ziteng Sun
Ziteng Sun
Research Scientist at Google
Потвърден имейл адрес: cornell.edu - Начална страница
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Позовавания
Година
Advances and open problems in federated learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
Foundations and trends® in machine learning 14 (1–2), 1-210, 2021
69342021
Can you really backdoor federated learning?
Z Sun, P Kairouz, AT Suresh, HB McMahan
arXiv preprint arXiv:1911.07963, 2019
7042019
Hadamard response: Estimating distributions privately, efficiently, and with little communication
J Acharya, Z Sun, H Zhang
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
202*2019
Learning with user-level privacy
D Levy, Z Sun, K Amin, S Kale, A Kulesza, M Mohri, AT Suresh
Advances in Neural Information Processing Systems 34, 12466-12479, 2021
992021
Differentially private testing of identity and closeness of discrete distributions
J Acharya, Z Sun, H Zhang
Advances in Neural Information Processing Systems 31, 2018
972018
Differentially private assouad, fano, and le cam
J Acharya, Z Sun, H Zhang
Algorithmic Learning Theory, 48-78, 2021
762021
Spectr: Fast speculative decoding via optimal transport
Z Sun, AT Suresh, JH Ro, A Beirami, H Jain, F Yu
Advances in Neural Information Processing Systems 36, 2024
672024
Communication complexity in locally private distribution estimation and heavy hitters
J Acharya, Z Sun
International Conference on Machine Learning, 51-60, 2019
672019
Context aware local differential privacy
J Acharya, K Bonawitz, P Kairouz, D Ramage, Z Sun
International Conference on Machine Learning, 52-62, 2020
552020
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
542021
Inference under information constraints III: Local privacy constraints
J Acharya, CL Canonne, C Freitag, Z Sun, H Tyagi
IEEE Journal on Selected Areas in Information Theory 2 (1), 253-267, 2021
512021
Unified lower bounds for interactive high-dimensional estimation under information constraints
J Acharya, CL Canonne, Z Sun, H Tyagi
Advances in Neural Information Processing Systems 36, 2024
412024
Social distancing has merely stabilized COVID-19 in the US
AB Wagner, EL Hill, SE Ryan, Z Sun, G Deng, S Bhadane, VH Martinez, ...
Stat, 2020
33*2020
Domain compression and its application to randomness-optimal distributed goodness-of-fit
J Acharya, CL Canonne, Y Han, Z Sun, H Tyagi
Conference on Learning Theory, 3-40, 2020
282020
Inspectre: Privately estimating the unseen
J Acharya, G Kamath, Z Sun, H Zhang
International Conference on Machine Learning, 30-39, 2018
262018
Improved bounds for minimax risk of estimating missing mass
J Acharya, Y Bao, Y Kang, Z Sun
2018 IEEE International Symposium on Information Theory (ISIT), 326-330, 2018
262018
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
252023
Estimating sparse discrete distributions under privacy and communication constraints
J Acharya, P Kairouz, Y Liu, Z Sun
Algorithmic Learning Theory, 79-98, 2021
24*2021
The role of interactivity in structured estimation
J Acharya, CL Canonne, Z Sun, H Tyagi
Conference on Learning Theory, 1328-1355, 2022
162022
Correlated quantization for distributed mean estimation and optimization
AT Suresh, Z Sun, J Ro, F Yu
International Conference on Machine Learning, 20856-20876, 2022
152022
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