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Huy Tuan Pham
Huy Tuan Pham
Institute for Advanced Study
Verified email at caltech.edu - Homepage
Title
Cited by
Cited by
Year
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
1132023
A proof of the Kahn–Kalai conjecture
J Park, H Pham
Journal of the American Mathematical Society 37 (1), 235-243, 2024
802024
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
442022
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
312021
Global convergence of three-layer neural networks in the mean field regime
HT Pham, PM Nguyen
arXiv preprint arXiv:2105.05228, 2021
302021
Global Convergence of Three-layer Neural Networks in the Mean Field Regime
HT Pham, PM Nguyen
International Conference on Learning Representations (ICLR), 2021
302021
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
272021
Spectral independence, coupling, and the spectral gap of the Glauber dynamics
V Jain, HT Pham, TD Vuong
Information Processing Letters, 2022
25*2022
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
242021
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
242021
Common and Sidorenko Linear Equations
J Fox, HT Pham, Y Zhao
Quarterly Journal of Mathematics 72, 1223-1234, 2021
242021
Universality of Spectral Independence with Applications to Fast Mixing in Spin Glasses
N Anari, V Jain, F Koehler, HT Pham, TD Vuong
Proceedings of the 2024 Annual ACM-SIAM Symposium on Discrete Algorithms …, 2024
192024
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
182024
A toolkit for robust thresholds
HT Pham, A Sah, M Sawhney, M Simkin
arXiv preprint arXiv:2210.03064, 2022
182022
On the sampling Lov\'asz Local Lemma for atomic constraint satisfaction problems
V Jain, HT Pham, TD Vuong
arXiv preprint arXiv:2102.08342, 2021
182021
Sampling from Spherical Spin Glasses in Total Variation via Algorithmic Stochastic Localization
B Huang, A Montanari, HT Pham
arXiv preprint arXiv:2404.15651, 2024
162024
Regularity method and large deviation principles for the Erdős–Rényi hypergraph
NA Cook, A Dembo, HT Pham
Duke Mathematical Journal 173 (5), 873-946, 2024
162024
Popular progression differences in vector spaces
J Fox, HT Pham
International Mathematics Research Notices, 2019
152019
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
132021
On a conjecture of Talagrand on selector processes and a consequence on positive empirical processes
J Park, HT Pham
Annals of Mathematics 199 (3), 1293-1321, 2024
82024
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