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Liang, Tengyuan

Co-Author Distance
Author ID: liang.tengyuan Recent zbMATH articles by "Liang, Tengyuan"
Published as: Liang, Tengyuan
Documents Indexed: 15 Publications since 2015, including 1 Additional arXiv Preprint
Co-Authors: 12 Co-Authors with 13 Joint Publications
234 Co-Co-Authors
all top 5

Co-Authors

2 single-authored
4 Cai, Tianwen
4 Rakhlin, Alexander
2 Hur, YoonHaeng
2 Sur, Pragya
1 Dou, Xialiang
1 Farrell, Max H.
1 Guo, Wenxuan
1 Misra, Sanjog
1 Sen, Subhabrata
1 Su, Weijie J.
1 Tran-Bach, Hai
1 Zhou, Harrison H.
all top 5

Serials

4 The Annals of Statistics
2 Journal of the American Statistical Association
2 Journal of the Royal Statistical Society. Series B. Statistical Methodology
2 Journal of Machine Learning Research (JMLR)
1 Econometrica
1 Journal of Multivariate Analysis
1 Information and Inference
1 SIAM Journal on Mathematics of Data Science
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Fields

11 Statistics (62-XX)
7 Computer science (68-XX)
3 Functional analysis (46-XX)
3 Operations research, mathematical programming (90-XX)
2 Probability theory and stochastic processes (60-XX)
2 Information and communication theory, circuits (94-XX)

Publications by Year

all cited Publications top 5 cited Publications

Citations contained in zbMATH Open

11 Publications have been cited 150 times in 139 Documents Cited by ▼ Year ▼
Just interpolate: kernel “ridgeless” regression can generalize. Zbl 1453.68155
Liang, Tengyuan; Rakhlin, Alexander
48
2020
Deep neural networks for estimation and inference. Zbl 1479.62082
Farrell, Max H.; Liang, Tengyuan; Misra, Sanjog
33
2021
Law of log determinant of sample covariance matrix and optimal estimation of differential entropy for high-dimensional Gaussian distributions. Zbl 1329.62255
Cai, T. Tony; Liang, Tengyuan; Zhou, Harrison H.
17
2015
Computational and statistical boundaries for submatrix localization in a large noisy matrix. Zbl 1392.62017
Cai, T. Tony; Liang, Tengyuan; Rakhlin, Alexander
16
2017
How well generative adversarial networks learn distributions. Zbl 07626743
Liang, Tengyuan
11
2021
A precise high-dimensional asymptotic theory for boosting and minimum-\(\ell_1\)-norm interpolated classifiers. Zbl 1490.68188
Liang, Tengyuan; Sur, Pragya
8
2022
Geometric inference for general high-dimensional linear inverse problems. Zbl 1357.62235
Cai, T. Tony; Liang, Tengyuan; Rakhlin, Alexander
7
2016
Training neural networks as learning data-adaptive kernels: provable representation and approximation benefits. Zbl 1510.68086
Dou, Xialiang; Liang, Tengyuan
5
2021
Statistical inference for the population landscape via moment-adjusted stochastic gradients. Zbl 1420.62144
Liang, Tengyuan; Su, Weijie J.
2
2019
Reversible Gromov-Monge sampler for simulation-based inference. Zbl 07846456
Hur, YoonHaeng; Guo, Wenxuan; Liang, Tengyuan
2
2024
High-dimensional asymptotics of Langevin dynamics in spiked matrix models. Zbl 1540.94033
Liang, Tengyuan; Sen, Subhabrata; Sur, Pragya
1
2023
Reversible Gromov-Monge sampler for simulation-based inference. Zbl 07846456
Hur, YoonHaeng; Guo, Wenxuan; Liang, Tengyuan
2
2024
High-dimensional asymptotics of Langevin dynamics in spiked matrix models. Zbl 1540.94033
Liang, Tengyuan; Sen, Subhabrata; Sur, Pragya
1
2023
A precise high-dimensional asymptotic theory for boosting and minimum-\(\ell_1\)-norm interpolated classifiers. Zbl 1490.68188
Liang, Tengyuan; Sur, Pragya
8
2022
Deep neural networks for estimation and inference. Zbl 1479.62082
Farrell, Max H.; Liang, Tengyuan; Misra, Sanjog
33
2021
How well generative adversarial networks learn distributions. Zbl 07626743
Liang, Tengyuan
11
2021
Training neural networks as learning data-adaptive kernels: provable representation and approximation benefits. Zbl 1510.68086
Dou, Xialiang; Liang, Tengyuan
5
2021
Just interpolate: kernel “ridgeless” regression can generalize. Zbl 1453.68155
Liang, Tengyuan; Rakhlin, Alexander
48
2020
Statistical inference for the population landscape via moment-adjusted stochastic gradients. Zbl 1420.62144
Liang, Tengyuan; Su, Weijie J.
2
2019
Computational and statistical boundaries for submatrix localization in a large noisy matrix. Zbl 1392.62017
Cai, T. Tony; Liang, Tengyuan; Rakhlin, Alexander
16
2017
Geometric inference for general high-dimensional linear inverse problems. Zbl 1357.62235
Cai, T. Tony; Liang, Tengyuan; Rakhlin, Alexander
7
2016
Law of log determinant of sample covariance matrix and optimal estimation of differential entropy for high-dimensional Gaussian distributions. Zbl 1329.62255
Cai, T. Tony; Liang, Tengyuan; Zhou, Harrison H.
17
2015
all cited Publications top 5 cited Publications
all top 5

Cited by 317 Authors

8 Liang, Tengyuan
6 Cai, Tianwen
5 Bartlett, Peter L.
5 Jiao, Yuling
4 Long, Philip M.
3 Belkin, Mikhail
3 Mei, Song
3 Rakhlin, Alexander
3 Yang, Jerry Zhijian
3 Zhang, Anru R.
2 Bourgade, Paul
2 Chatterji, Niladri S.
2 Chernozhukov, Victor
2 Chinot, Geoffrey
2 Fan, Jianqing
2 Gamarnik, David
2 Han, Qiyang
2 Lee, Jaeyong
2 Lee, Kyoungjae
2 Liu, Lin
2 Liu, Ruiqi
2 Liu, Yuchao
2 Löffler, Matthias
2 Misiakiewicz, Theodor
2 Mukherjee, Rajarshi
2 Muthukumar, Vidya
2 Niles-Weed, Jonathan
2 Poggio, Tomaso A.
2 Robins, James M.
2 Semenova, Vira
2 Shang, Zuofeng
2 Van de Geer, Sara Anna
2 Wu, Yihong
2 Xia, Dong
2 Zhong, Yiqiao
2 Zhou, Harrison H.
1 Abram, Damiano
1 Ahrens, Achim
1 Aitken, Christopher
1 Angelini, Maria Chiara
1 Arellano, Manuel
1 Arias-Castro, Ery
1 Babanezhad, Reza
1 Balakrishnan, Sivaraman
1 Balasubramanian, Krishnakumar
1 Banburski, Andrzej
1 Beaglehole, Daniel
1 Beimel, Amos
1 Ben Arous, Gérard
1 Ben-David, Emanuel
1 Bergsma, Wicher Pieter
1 Biau, Gérard
1 Bonhomme, Stéphane
1 Boukai, Ben
1 Bunea, Florentina
1 Cadre, Benoît
1 Calvo-Pardo, Hector
1 Chae, Minwoo
1 Chandrasekher, Kabir Aladin
1 Chang, Xiangyu
1 Chatrath, Ajay
1 Chatterjee, Sourav
1 Chen, Jiafeng
1 Chen, Lei
1 Chen, Sitan
1 Chhor, Julien
1 Chou, Hung Hsu
1 Couillet, Romain
1 Cuchiero, Christa
1 Davenport, Mark A.
1 de Luna, Xavier
1 De Vera, Micole
1 Dette, Holger
1 Ding, Peng
1 Ding, Tian
1 Dobriban, Edgar
1 Dörnemann, Nina
1 Dou, Xialiang
1 Duan, Chenguang
1 Dubois-Taine, Benjamin
1 Elefante, Giacomo
1 Erb, Wolfgang
1 Fallahgoul, Hasan A.
1 Fan, Ye
1 Fan, Yuwei
1 Fanuel, Michaël
1 Farrell, Max H.
1 Feldman, Vitaly
1 Feng, Oliver Y.
1 Flammarion, Nicolas
1 Foster, Dylan J.
1 Foucart, Simon
1 Franstianto, Vincentius
1 Friendly, Michael L.
1 Gao, Chao
1 Gao, Yihang
1 Gao, Yuyou
1 Geiger, Mario
1 Gerbelot, Cédric
1 Ghadimi, Saeed
...and 217 more Authors
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Cited in 61 Serials

23 The Annals of Statistics
13 Journal of Machine Learning Research (JMLR)
10 SIAM Journal on Mathematics of Data Science
6 Journal of the American Statistical Association
6 Journal of Econometrics
4 Journal of Statistical Mechanics: Theory and Experiment
4 Electronic Journal of Statistics
3 Probability Theory and Related Fields
3 The Annals of Applied Probability
3 Bernoulli
3 Sampling Theory, Signal Processing, and Data Analysis
2 Econometrica
2 Journal of Multivariate Analysis
2 Journal of Statistical Planning and Inference
2 Proceedings of the National Academy of Sciences of the United States of America
2 Applied and Computational Harmonic Analysis
2 Acta Numerica
2 Quantitative Economics
1 The American Statistician
1 Communications on Pure and Applied Mathematics
1 Journal of Mathematical Analysis and Applications
1 Scandinavian Journal of Statistics
1 Annals of the Institute of Statistical Mathematics
1 The Annals of Probability
1 Biometrics
1 Hiroshima Mathematical Journal
1 Information Sciences
1 Mathematics of Operations Research
1 SIAM Journal on Numerical Analysis
1 Statistics & Probability Letters
1 Operations Research Letters
1 Statistical Science
1 Neural Networks
1 Machine Learning
1 European Journal of Operational Research
1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
1 Computational Statistics and Data Analysis
1 SIAM Journal on Optimization
1 Statistica Sinica
1 Electronic Journal of Probability
1 Journal of Nonparametric Statistics
1 European Series in Applied and Industrial Mathematics (ESAIM): Control, Optimization and Calculus of Variations
1 Journal of the European Mathematical Society (JEMS)
1 Applied Stochastic Models in Business and Industry
1 Multiscale Modeling & Simulation
1 Analysis and Applications (Singapore)
1 ALEA. Latin American Journal of Probability and Mathematical Statistics
1 Frontiers of Mathematics in China
1 Communications in Computational Physics
1 The Annals of Applied Statistics
1 Foundations and Trends in Machine Learning
1 Journal of Computational and Graphical Statistics
1 Statistics and Computing
1 Dolomites Research Notes on Approximation
1 Bayesian Analysis
1 Communications in Mathematics and Statistics
1 East Asian Journal on Applied Mathematics
1 Statistics in Medicine
1 Mathematical Statistics and Learning
1 Probability and Mathematical Physics
1 Stat
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Cited in 17 Fields

96 Statistics (62-XX)
64 Computer science (68-XX)
22 Probability theory and stochastic processes (60-XX)
10 Numerical analysis (65-XX)
8 Linear and multilinear algebra; matrix theory (15-XX)
8 Operations research, mathematical programming (90-XX)
8 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
8 Information and communication theory, circuits (94-XX)
6 Approximations and expansions (41-XX)
5 Combinatorics (05-XX)
5 Functional analysis (46-XX)
4 Calculus of variations and optimal control; optimization (49-XX)
3 Statistical mechanics, structure of matter (82-XX)
2 Partial differential equations (35-XX)
2 Harmonic analysis on Euclidean spaces (42-XX)
2 Systems theory; control (93-XX)
1 Geometry (51-XX)

Citations by Year