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Yang Pengkun
Yang Pengkun
Verified email at tsinghua.edu.cn
Title
Cited by
Cited by
Year
Minimax rates of entropy estimation on large alphabets via best polynomial approximation
Y Wu, P Yang
IEEE Transactions on Information Theory 62 (6), 3702-3720, 2016
2532016
Per-packet load-balanced, low-latency routing for clos-based data center networks
J Cao, R Xia, P Yang, C Guo, G Lu, L Yuan, Y Zheng, H Wu, Y Xiong, ...
Proceedings of the ninth ACM conference on Emerging networking experiments …, 2013
2022013
Utilization of text mining as a big data analysis tool for food science and nutrition
D Tao, P Yang, H Feng
Comprehensive Reviews in Food Science and Food Safety 19 (2), 875-894, 2020
1812020
Chebyshev polynomials, moment matching, and optimal estimation of the unseen
Y Wu, P Yang
The Annals of Statistics 47 (2), 857-883, 2019
1232019
Optimal estimation of Gaussian mixtures via denoised method of moments
Y Wu, P Yang
Annals of Statistics 48 (4), 1981-2007, 2020
852020
Modeling from features: a mean-field framework for over-parameterized deep neural networks
C Fang, J Lee, P Yang, T Zhang
Conference on learning theory, 1887-1936, 2021
552021
On learning over-parameterized neural networks: A functional approximation perspective
L Su, P Yang
Advances in Neural Information Processing Systems, 2641-2650, 2019
452019
Sample complexity of the distinct elements problem
Y Wu, P Yang
Mathematical Statistics and Learning 1 (1), 37-72, 2018
272018
Optimal estimation of high-dimensional location Gaussian mixtures
N Doss, Y Wu, P Yang, HH Zhou
arXiv preprint arXiv:2002.05818, 2020
242020
Boosting active learning via improving test performance
T Wang, X Li, P Yang, G Hu, X Zeng, S Huang, CZ Xu, M Xu
Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8566-8574, 2022
192022
Polynomial Methods in Statistical Inference: Theory and Practice
Y Wu, P Yang
Foundations and Trends® in Communications and Information Theory 17 (4), 402-586, 2020
172020
Software defined radio implementation of signaling splitting in hyper-cellular network
T Zhao, P Yang, H Pan, R Deng, S Zhou, Z Niu
Proceedings of the second workshop on Software radio implementation forum, 81-84, 2013
152013
Age Optimal Sampling Under Unknown Delay Statistics
H Tang, Y Chen, J Wang, P Yang, L Tassiulas
IEEE Transactions on Information Theory 69 (2), 1295-1314, 2023
72023
A Non-parametric View of FedAvg and FedProx: Beyond Stationary Points
L Su, J Xu, P Yang
arXiv preprint arXiv:2106.15216, 2021
7*2021
Optimal entropy estimation on large alphabets via best polynomial approximation
Y Wu, P Yang
2015 IEEE International Symposium on Information Theory (ISIT), 824-828, 2015
72015
Optimal estimation of high-dimensional Gaussian location mixtures
N Doss, Y Wu, P Yang, HH Zhou
The Annals of Statistics 51 (1), 62-95, 2023
62023
Semi-supervised transfer learning with hierarchical self-regularization
X Li, A Abuduweili, H Shi, P Yang, D Dou, H Xiong, C Xu
Pattern Recognition 144, 109831, 2023
42023
Global convergence of federated learning for mixed regression
L Su, J Xu, P Yang
Advances in Neural Information Processing Systems 35, 29889-29902, 2022
42022
Deep Active Learning with Noise Stability
X Li, P Yang, T Wang, X Zhan, M Xu, D Dou, C Xu
arXiv preprint arXiv:2205.13340, 2022
42022
Optimal entropy estimation on large alphabet: fundamental limits and fast algorithms
P Yang
42016
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