Folgen
Jiaoyang Huang
Titel
Zitiert von
Zitiert von
Jahr
Dynamics of deep neural networks and neural tangent hierarchy
J Huang, HT Yau
International conference on machine learning, 4542-4551, 2020
1542020
Bulk universality of sparse random matrices
J Huang, B Landon, HT Yau
Journal of Mathematical Physics 56 (12), 2015
842015
Local Kesten–McKay law for random regular graphs
R Bauerschmidt, J Huang, HT Yau
Communications in Mathematical Physics 369, 523-636, 2019
73*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
692019
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
68*2019
Bulk eigenvalue statistics for random regular graphs
R Bauerschmidt, J Huang, A Knowles, HT Yau
Annals of Probability 45 (6A), 3626-3663, 2017
632017
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
602019
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
512020
Eigenvector statistics of sparse random matrices
P Bourgade, J Huang, HT Yau
Electronic Journal of Probability 22, 1-38, 2017
502017
Dyson Brownian motion for general and potential at the edge
A Adhikari, J Huang
Probability Theory and Related Fields 178 (3), 893-950, 2020
462020
Efficient derivative-free Bayesian inference for large-scale inverse problems
DZ Huang, J Huang, S Reich, AM Stuart
Inverse Problems 38 (12), 125006, 2022
36*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
312020
Spectral statistics of sparse Erdős–Rényi graph Laplacians
J Huang, B Landon
Annales de l’Institut Henri Poincaré 56 (1), 120-154, 2020
28*2020
Rigidity and Edge Universality of Discrete β‐Ensembles
A Guionnet, J Huang
Communications on pure and applied mathematics 72 (9), 1875-1982, 2019
262019
Invertibility of adjacency matrices for random d-regular graphs
J Huang
Duke Mathematical Journal 170 (18), 3977-4032, 2021
252021
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
232019
Laurent phenomenon sequences
J Alman, C Cuenca, J Huang
Journal of Algebraic Combinatorics 43, 589-633, 2016
232016
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
222024
How does information bottleneck help deep learning?
K Kawaguchi, Z Deng, X Ji, J Huang
International Conference on Machine Learning, 16049-16096, 2023
222023
Large deviation principles via spherical integrals
S Belinschi, A Guionnet, J Huang
Probability and Mathematical Physics 3 (3), 543-625, 2022
222022
Das System kann den Vorgang jetzt nicht ausführen. Versuchen Sie es später erneut.
Artikel 1–20