Weijie Su

Получаване на мой собствен потребителски профил

Позовавания

	Всички	От 2018
Позовавания	3556	3203
h-индекс	23	22
i10-индекс	39	37

840

420

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630

201420152016201720182019202020212022202318 53 95 151 230 291 474 654 828 716

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Преглед на всички

30 статии

0 статии

налични

неналични

Въз основа на изисквания при финансирането

Съавтори

Emmanuel CandesThe Simons Chair in Mathematics and Statistics, Stanford UniversityПотвърден имейл адрес: stanford.edu
Malgorzata BogdanUniversity of WroclawПотвърден имейл адрес: uwr.edu.pl
Hangfeng HeUniversity of RochesterПотвърден имейл адрес: rochester.edu
Stephen BoydProfessor of Electrical Engineering, Computer Science, and Management Science, StanfordПотвърден имейл адрес: stanford.edu
Qi LongProfessor, University of PennsylvaniaПотвърден имейл адрес: upenn.edu
Aaron RothProfessor of Computer Science, University of PennsylvaniaПотвърден имейл адрес: cis.upenn.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyПотвърден имейл адрес: cs.berkeley.edu
Ewout van den BergIBM T.J. Watson Research CenterПотвърден имейл адрес: us.ibm.com
Chiara SabattiProfessor of Biomedical Data Science and of Statistics, Stanford UniversityПотвърден имейл адрес: stanford.edu
Zhun DengPostdoctoral Researcher, Columbia UniversityПотвърден имейл адрес: columbia.edu
Jason M. KlusowskiAssistant Professor, Department of Operations Research & Financial EngineeringПотвърден имейл адрес: princeton.edu
Cynthia RushColumbia UniversityПотвърден имейл адрес: columbia.edu
Li ZhangMicrosoftПотвърден имейл адрес: microsoft.com
Qinqing ZhengFAIRПотвърден имейл адрес: uchicago.edu
Cong FangPeking UniversityПотвърден имейл адрес: pku.edu.cn
Dan RothProfessor of Computer Science, University of PennsylvaniaПотвърден имейл адрес: seas.upenn.edu
Cynthia DworkMicrosoft ResearchПотвърден имейл адрес: microsoft.com
Huanyu ZhangMetaПотвърден имейл адрес: cornell.edu
Asaf WeinsteinHebrew University of JerusalemПотвърден имейл адрес: mail.huji.ac.il
Rina Foygel BarberUniversity of ChicagoПотвърден имейл адрес: uchicago.edu

Следене

Weijie Su

Други именаWeijie J. Su

Associate Professor, Wharton and Computer Science, University of Pennsylvania

Потвърден имейл адрес: wharton.upenn.edu - Начална страница

Machine Learning Differential Privacy High-Dimensional Statistics Optimization Deep Learning Theory


Заглавие Сортиране по цитати Сортиране по година Сортиране по заглавие	Позовавания Позовавания	Година
A differential equation for modeling Nesterov's accelerated gradient method: theory and insights W Su, S Boyd, EJ Candes Journal of Machine Learning Research 17 (153), 1-43, 2016	1145	2016
SLOPE—adaptive variable selection via convex optimization M Bogdan, E van den Berg, C Sabatti, W Su, EJ Candès The Annals of Applied Statistics 9 (3), 1103, 2015	309	2015
Gaussian differential privacy J Dong, A Roth, WJ Su Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2022	295	2022
False discoveries occur early on the lasso path W Su, M Bogdan, E Candes The Annals of Statistics 45 (5), 2133-2150, 2017	201	2017
Understanding the acceleration phenomenon via high-resolution differential equations B Shi, SS Du, MI Jordan, WJ Su Mathematical Programming 195 (1), 79-148, 2022	198	2022
Deep learning with Gaussian differential privacy Z Bu, J Dong, Q Long, WJ Su Harvard Data Science Review 2020 (23), 2020	154	2020
SLOPE is adaptive to unknown sparsity and asymptotically minimax W Su, E Candes The Annals of Statistics 44 (3), 1038-1068, 2016	148	2016
Acceleration via symplectic discretization of high-resolution differential equations B Shi, SS Du, WJ Su, MI Jordan Advances in Neural Information Processing Systems 32, 5744-5752, 2019	105	2019
Exploring deep neural networks via layer-peeled model: Minority collapse in imbalanced training C Fang, H He, Q Long, WJ Su Proceedings of the National Academy of Sciences 118 (43), e2103091118, 2021	93*	2021
Statistical estimation and testing via the sorted L1 norm M Bogdan, E Berg, W Su, E Candes Stanford Statistics Tech Report, 2013	90	2013
HiGrad: Uncertainty Quantification for Online Learning and Stochastic Approximation WJ Su, Y Zhu Journal of Machine Learning Research 24 (124), 1-53, 2023	51*	2023
Familywise error rate control via knockoffs L Janson, W Su	50	2016
Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing Z Bu, JM Klusowski, C Rush, WJ Su IEEE Transactions on Information Theory 67 (1), 506-537, 2020	48	2020
Group slope–adaptive selection of groups of predictors D Brzyski, A Gossmann, W Su, M Bogdan Journal of the American Statistical Association 114 (525), 419-433, 2019	45	2019
An unconstrained layer-peeled perspective on neural collapse W Ji, Y Lu, Y Zhang, Z Deng, WJ Su International Conference on Learning Representations (ICLR), 2022	42	2022
On learning rates and schr\" odinger operators B Shi, WJ Su, MI Jordan arXiv preprint arXiv:2004.06977, 2020	39	2020
The local elasticity of neural networks H He, WJ Su International Conference on Learning Representations, 2020	36	2020
Quantitative analysis of the VANET connectivity: Theory and application X Jin, W Su, W Yan 2011 IEEE 73rd Vehicular Technology Conference (VTC Spring), 1-5, 2011	34	2011
Differentially private false discovery rate control C Dwork, WJ Su, L Zhang Journal of Privacy and Confidentiality 11 (2), 2021	33*	2021
Federated f-Differential Privacy Q Zheng, S Chen, Q Long, W Su International Conference on Artificial Intelligence and Statistics 130, 2251 …, 2021	32	2021

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