Huy Tuan Pham

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 30

Top Topics

Global Convergence

Constraint Satisfaction Problems

Multilayer Neural Networks

Top Venues

IEEE Trans. Inf. Theory

Publications

Nima Anari, Vishesh Jain, Frederic Koehler, Huy Tuan Pham, Thuy-Duong Vuong
Universality of Spectral Independence with Applications to Fast Mixing in Spin Glasses. SODA (2024)
Jacob Fox, Huy Tuan Pham
A multipartite analogue of Dilworth's Theorem. CoRR (2024)
Jacob Fox, Sammy Luo, Huy Tuan Pham
On random irregular subgraphs. Random Struct. Algorithms 64 (4) (2024)
David Conlon, Jacob Fox, Huy Tuan Pham, Yufei Zhao
Set-Coloring Ramsey Numbers and Error-Correcting Codes Near the Zero-Rate Threshold. IEEE Trans. Inf. Theory 70 (6) (2024)
Vishesh Jain, Huy Tuan Pham
Optimal thresholds for Latin squares, Steiner Triple Systems, and edge colorings. SODA (2024)
David Conlon, Jacob Fox, Huy Tuan Pham, Yufei Zhao
Set-coloring Ramsey numbers and error-correcting codes near the zero-rate threshold. CoRR (2023)
Vishesh Jain, Marcus Michelen, Huy Tuan Pham, Thuy-Duong Vuong
Optimal mixing of the down-up walk on independent sets of a given size. FOCS (2023)
Nima Anari, Vishesh Jain, Frederic Koehler, Huy Tuan Pham, Thuy-Duong Vuong
Universality of Spectral Independence with Applications to Fast Mixing in Spin Glasses. CoRR (2023)
Vishesh Jain, Marcus Michelen, Huy Tuan Pham, Thuy-Duong Vuong
Optimal mixing of the down-up walk on independent sets of a given size. CoRR (2023)
Jinyoung Park, Huy Tuan Pham
On a conjecture of Talagrand on selector processes and a consequence on positive empirical processes. CoRR (2022)
Nima Anari, Vishesh Jain, Frederic Koehler, Huy Tuan Pham, Thuy-Duong Vuong
Entropic independence: optimal mixing of down-up random walks. STOC (2022)
Huy Tuan Pham
Robust thresholds: Counting triangle factors and A shorter proof of the robust Corrádi-Hajnal Theorem. CoRR (2022)
Vishesh Jain, Huy Tuan Pham, Thuy-Duong Vuong
Spectral independence, coupling, and the spectral gap of the Glauber dynamics. Inf. Process. Lett. 177 (2022)
Vishesh Jain, Huy Tuan Pham
Optimal thresholds for Latin squares, Steiner Triple Systems, and edge colorings. CoRR (2022)
Jinyoung Park, Huy Tuan Pham
A Proof of the Kahn-Kalai Conjecture. FOCS (2022)
Vishesh Jain, Huy Tuan Pham, Thuy-Duong Vuong
Dimension reduction for maximum matchings and the Fastest Mixing Markov Chain. CoRR (2022)
Vishesh Jain, Huy Tuan Pham, Thuy Duong Vuong
Towards the sampling Lovász Local Lemma. FOCS (2022)
Jinyoung Park, Huy Tuan Pham
A Proof of the Kahn-Kalai Conjecture. CoRR (2022)
Vishesh Jain, Huy Tuan Pham, Thuy Duong Vuong
Towards the sampling Lovász Local Lemma. FOCS (2021)
Nima Anari, Vishesh Jain, Frederic Koehler, Huy Tuan Pham, Thuy-Duong Vuong
Entropic Independence II: Optimal Sampling and Concentration via Restricted Modified Log-Sobolev Inequalities. CoRR (2021)
Huy Tuan Pham, Phan-Minh Nguyen
Limiting fluctuation and trajectorial stability of multilayer neural networks with mean field training. CoRR (2021)
Huy Tuan Pham, Phan-Minh Nguyen
Global Convergence of Three-layer Neural Networks in the Mean Field Regime. ICLR (2021)
Nima Anari, Vishesh Jain, Frederic Koehler, Huy Tuan Pham, Thuy-Duong Vuong
Entropic Independence in High-Dimensional Expanders: Modified Log-Sobolev Inequalities for Fractionally Log-Concave Polynomials and the Ising Model. CoRR (2021)
Huy Tuan Pham, Phan-Minh Nguyen
Limiting fluctuation and trajectorial stability of multilayer neural networks with mean field training. NeurIPS (2021)
Vishesh Jain, Huy Tuan Pham, Thuy Duong Vuong
Spectral independence, coupling with the stationary distribution, and the spectral gap of the Glauber dynamics. CoRR (2021)
Vishesh Jain, Huy Tuan Pham, Thuy Duong Vuong
On the sampling Lovász Local Lemma for atomic constraint satisfaction problems. CoRR (2021)
Huy Tuan Pham, Phan-Minh Nguyen
Global Convergence of Three-layer Neural Networks in the Mean Field Regime. CoRR (2021)
Vishesh Jain, Huy Tuan Pham, Thuy Duong Vuong
Towards the sampling Lovász Local Lemma. CoRR (2020)
Huy Tuan Pham, Phan-Minh Nguyen
A Note on the Global Convergence of Multilayer Neural Networks in the Mean Field Regime. CoRR (2020)
Phan-Minh Nguyen, Huy Tuan Pham
A Rigorous Framework for the Mean Field Limit of Multilayer Neural Networks. CoRR (2020)