Jiaoyang Huang

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Horng-Tzer YauHarvard UniversityAdresse e-mail validée de g.harvard.edu
Kenji KawaguchiPresidential Young Professor, National University of SingaporeAdresse e-mail validée de nus.edu.sg
Daniel Zhengyu Huang (黄政宇)Peking University / Caltech / StanfordAdresse e-mail validée de bicmr.pku.edu.cn
Alice GuionnetUniversité de Lyon, ENSLAdresse e-mail validée de ens-lyon.fr
Zhun DengAssistant Professor, CS@UNC Chapel HillAdresse e-mail validée de unc.edu
Andrew M StuartComputing + Mathematical Sciences, CaltechAdresse e-mail validée de caltech.edu
Sebastian ReichUniversity of PotsdamAdresse e-mail validée de uni-potsdam.de
Leslie KaelblingAdresse e-mail validée de csail.mit.edu
Yifan ChenCourant Institute, NYUAdresse e-mail validée de nyu.edu
Antti KnowlesUniversity of GenevaAdresse e-mail validée de unige.ch
Gerard BEN AROUSProfessor of Mathematics, NYU Shanghai and Courant Institute of Mathematical Sciences, New YorkAdresse e-mail validée de nyu.edu
Mica Xu JiResearch fellowAdresse e-mail validée de westminster.ac.uk
Arka AdhikariNSF Postdoctoral Fellow, Dept. of Mathematics, Stanford UniversityAdresse e-mail validée de stanford.edu
Qing YangUniversity of Science and Technology of ChinaAdresse e-mail validée de ustc.edu.cn
Kyle LuhUniversity of Colorado BoulderAdresse e-mail validée de colorado.edu
Josh AlmanColumbia UniversityAdresse e-mail validée de mit.edu
Cesar CuencaAssistant Professor at The Ohio State UniversityAdresse e-mail validée de osu.edu
Aukosh JagannathUniversity of WaterlooAdresse e-mail validée de uwaterloo.ca
Reza GheissariNorthwestern UniversityAdresse e-mail validée de northwestern.edu
Zhengjiang LinC.L.E. Moore Instructor, Department of Mathematics, MITAdresse e-mail validée de nyu.edu

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Jiaoyang Huang

University of Pennsylvania

Adresse e-mail validée de wharton.upenn.edu - Page d'accueil

Probability theory statistical learning and mathematical physics.


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Dynamics of deep neural networks and neural tangent hierarchy J Huang, HT Yau International conference on machine learning, 4542-4551, 2020	176	2020
Bulk universality of sparse random matrices J Huang, B Landon, HT Yau Journal of Mathematical Physics 56 (12), 2015	90	2015
Local Kesten–McKay law for random regular graphs R Bauerschmidt, J Huang, HT Yau Communications in Mathematical Physics 369, 523-636, 2019	84*	2019
Rigidity and a mesoscopic central limit theorem for Dyson Brownian motion for general and potentials J Huang, B Landon Probability Theory and Related Fields 175, 209-253, 2019	75*	2019
Effect of depth and width on local minima in deep learning K Kawaguchi, J Huang, LP Kaelbling Neural computation 31 (7), 1462-1498, 2019	75	2019
Gradient descent finds global minima for generalizable deep neural networks of practical sizes K Kawaguchi, J Huang 2019 57th Annual Allerton Conference on Communication, Control, and …, 2019	73	2019
Bulk eigenvalue statistics for random regular graphs R Bauerschmidt, J Huang, A Knowles, HT Yau Annals of Probability 45 (6A), 3626-3663, 2017	68	2017
How does information bottleneck help deep learning? K Kawaguchi, Z Deng, X Ji, J Huang International Conference on Machine Learning, 16049-16096, 2023	61	2023
Eigenvector statistics of sparse random matrices P Bourgade, J Huang, HT Yau Electronic Journal of Probability 22, 1-38, 2017	56	2017
Dyson Brownian motion for general and potential at the edge A Adhikari, J Huang Probability Theory and Related Fields 178 (3), 893-950, 2020	55	2020
Transition from Tracy–Widom to Gaussian fluctuations of extremal eigenvalues of sparse Erdős–Rényi graphs J Huang, B Landon, HT Yau Annals of Probability 48 (2), 916-962, 2020	54	2020
Efficient derivative-free Bayesian inference for large-scale inverse problems DZ Huang, J Huang, S Reich, AM Stuart Inverse Problems 38 (12), 125006, 2022	50*	2022
Edge rigidity and universality of random regular graphs of intermediate degree R Bauerschmidt, J Huang, A Knowles, HT Yau Geometric and functional analysis 30 (3), 693-769, 2020	36	2020
Rigidity and Edge Universality of Discrete β‐Ensembles A Guionnet, J Huang Communications on pure and applied mathematics 72 (9), 1875-1982, 2019	34	2019
Spectrum of random d‐regular graphs up to the edge J Huang, HT Yau Communications on Pure and Applied Mathematics 77 (3), 1635-1723, 2024	29	2024
Power iteration for tensor PCA J Huang, DZ Huang, Q Yang, G Cheng Journal of Machine Learning Research 23 (128), 1-47, 2022	29	2022
Spectral statistics of sparse Erdős–Rényi graph Laplacians J Huang, B Landon Annales de l’Institut Henri Poincaré 56 (1), 120-154, 2020	29*	2020
Invertibility of adjacency matrices for random d-regular graphs J Huang Duke Mathematical Journal 170 (18), 3977-4032, 2021	28	2021
Every local minimum value is the global minimum value of induced model in nonconvex machine learning K Kawaguchi, J Huang, LP Kaelbling Neural Computation 31 (12), 2293-2323, 2019	27	2019
Robustness implies generalization via data-dependent generalization bounds K Kawaguchi, Z Deng, K Luh, J Huang International conference on machine learning, 10866-10894, 2022	26	2022

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