7 citations · 9 across the 3 of their papers we have counts for
3 papers
math.PR2022★ 7 cited
Universality of Approximate Message Passing algorithms and tensor networks
Tianhao Wang, Xinyi Zhong, Zhou Fan
Approximate Message Passing (AMP) algorithms provide a valuable tool for studying mean-field approximations and dynamics in a variety of applications. Although these algorithms are…
q-bio.NC2022
Emergent organization of receptive fields in networks of excitatory and inhibitory neurons
Leon Lufkin, Ashish Puri, Ganlin Song +2
Local patterns of excitation and inhibition that can generate neural waves are studied as a computational mechanism underlying the organization of neuronal tunings. Sparse coding a…
stat.ME2020★ 2 cited
Empirical Bayes PCA in high dimensions
Xinyi Zhong, Chang Su, Zhou Fan
When the dimension of data is comparable to or larger than the number of data samples, Principal Components Analysis (PCA) may exhibit problematic high-dimensional noise. In this w…