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Jiaoyang Huang
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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
1752020
Bulk universality of sparse random matrices
J Huang, B Landon, HT Yau
Journal of Mathematical Physics 56 (12), 2015
912015
Local Kesten–McKay law for random regular graphs
R Bauerschmidt, J Huang, HT Yau
Communications in Mathematical Physics 369, 523-636, 2019
85*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
752019
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
732019
Bulk eigenvalue statistics for random regular graphs
R Bauerschmidt, J Huang, A Knowles, HT Yau
Annals of Probability 45 (6A), 3626-3663, 2017
692017
How does information bottleneck help deep learning?
K Kawaguchi, Z Deng, X Ji, J Huang
International Conference on Machine Learning, 16049-16096, 2023
652023
Eigenvector statistics of sparse random matrices
P Bourgade, J Huang, HT Yau
Electronic Journal of Probability 22, 1-38, 2017
572017
Dyson Brownian motion for general and potential at the edge
A Adhikari, J Huang
Probability Theory and Related Fields 178 (3), 893-950, 2020
552020
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
552020
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
372020
Rigidity and Edge Universality of Discrete β‐Ensembles
A Guionnet, J Huang
Communications on pure and applied mathematics 72 (9), 1875-1982, 2019
342019
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
302024
Power iteration for tensor PCA
J Huang, DZ Huang, Q Yang, G Cheng
Journal of Machine Learning Research 23 (128), 1-47, 2022
292022
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
282021
Robustness implies generalization via data-dependent generalization bounds
K Kawaguchi, Z Deng, K Luh, J Huang
International conference on machine learning, 10866-10894, 2022
272022
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
272019
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