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Huy Tuan Pham
Huy Tuan Pham
Dirección de correo verificada de stanford.edu - Página principal
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A rigorous framework for the mean field limit of multilayer neural networks
PM Nguyen, HT Pham
Mathematical Statistics and Learning 6 (3), 201-357, 2023
922023
A proof of the Kahn–Kalai conjecture
J Park, H Pham
Journal of the American Mathematical Society 37 (1), 235-243, 2024
492024
Entropic independence in high-dimensional expanders: Modified log-sobolev inequalities for fractionally log-concave polynomials and the ising model
N Anari, V Jain, F Koehler, HT Pham, TD Vuong
arXiv preprint arXiv:2106.04105, 1-6, 2021
242021
Entropic independence: optimal mixing of down-up random walks
N Anari, V Jain, F Koehler, HT Pham, TD Vuong
Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing …, 2022
222022
Spectral independence, coupling, and the spectral gap of the Glauber dynamics
V Jain, HT Pham, TD Vuong
Information Processing Letters, 2022
21*2022
Global convergence of three-layer neural networks in the mean field regime
HT Pham, PM Nguyen
arXiv preprint arXiv:2105.05228, 2021
212021
Global Convergence of Three-layer Neural Networks in the Mean Field Regime
HT Pham, PM Nguyen
International Conference on Learning Representations (ICLR), 2021
212021
Towards the sampling Lov\'asz Local Lemma
V Jain, HT Pham, TD Vuong
62nd Annual IEEE Symposium on Foundations of Computer Science (FOCS 2021), 2021
192021
Entropic independence I: Modified log-Sobolev inequalities for fractionally log-concave distributions and high-temperature ising models
N Anari, V Jain, F Koehler, HT Pham, TD Vuong
arXiv preprint arXiv:2106.04105, 2021
182021
Entropic independence ii: optimal sampling and concentration via restricted modified log-Sobolev inequalities
N Anari, V Jain, F Koehler, HT Pham, TD Vuong
arXiv preprint arXiv:2111.03247, 2021
172021
On the sampling Lov\'asz Local Lemma for atomic constraint satisfaction problems
V Jain, HT Pham, TD Vuong
arXiv preprint arXiv:2102.08342, 2021
152021
Common and Sidorenko Linear Equations
J Fox, HT Pham, Y Zhao
Quarterly Journal of Mathematics 72, 1223-1234, 2021
142021
Popular progression differences in vector spaces
J Fox, HT Pham
International Mathematics Research Notices, 2019
132019
Optimal thresholds for Latin squares, Steiner triple systems, and edge colorings
V Jain, HT Pham
Proceedings of the 2024 Annual ACM-SIAM Symposium on Discrete Algorithms …, 2024
102024
A toolkit for robust thresholds
HT Pham, A Sah, M Sawhney, M Simkin
arXiv preprint arXiv:2210.03064, 2022
102022
Limiting fluctuation and trajectorial stability of multilayer neural networks with mean field training
HT Pham, PM Nguyen
Advances in Neural Information Processing Systems 34, 4843-4855, 2021
82021
Regularity method and large deviation principles for the Erd\H {o} s--R\'enyi hypergraph
NA Cook, A Dembo, HT Pham
arXiv preprint arXiv:2102.09100, 2021
82021
Mixing time of fractional random walk on finite fields
J He, HT Pham, MW Xu
Electronic Journal of Probability 27, 1-15, 2022
72022
Subset sums, completeness and colorings
D Conlon, J Fox, HT Pham
arXiv preprint arXiv:2104.14766, 2021
72021
A note on the global convergence of multilayer neural networks in the mean field regime
HT Pham, PM Nguyen
arXiv preprint arXiv:2006.09355, 2020
72020
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20