1 citations · 2 across the 2 of their papers we have counts for
3 papers
cs.LG2020★ 1 cited
A Note on the Global Convergence of Multilayer Neural Networks in the Mean Field Regime
Huy Tuan Pham, Phan-Minh Nguyen
In a recent work, we introduced a rigorous framework to describe the mean field limit of the gradient-based learning dynamics of multilayer neural networks, based on the idea of a…
math.CO2020★ 1 cited
Tower-type bounds for Roth's theorem with popular differences
Jacob Fox, Huy Tuan Pham, Yufei Zhao
Green developed an arithmetic regularity lemma to prove a strengthening of Roth's theorem on arithmetic progressions in dense sets. It states that for every there is some $N…
math.CO2017
Popular progression differences in vector spaces
Jacob Fox, Huy Tuan Pham
Green proved an arithmetic analogue of Szemerédi's celebrated regularity lemma and used it to verify a conjecture of Bergelson, Host, and Kra which sharpens Roth's theorem on three…