Rui Wang

activity

20122024

most citedTableGPT: Towards Unifying Tables, Nature Language and Commands into One GPT

10 citations · 18 across the 6 of their papers we have counts for

collaborators

Showing cs.LGShow all

2 papers · 1 filter

cs.LG2024

Sparse Deep Learning Models with the $ℓ_{1}$ Regularization

Lixin Shen, Rui Wang, Yuesheng Xu +1

Sparse neural networks are highly desirable in deep learning in reducing its complexity. The goal of this paper is to study how choices of regularization parameters influence the s…

cs.LG2012★ 8 cited

Approximate Principal Direction Trees

Mark McCartin-Lim, Andrew McGregor, Rui Wang

We introduce a new spatial data structure for high dimensional data called the \emph{approximate principal direction tree} (APD tree) that adapts to the intrinsic dimension of the…

Sparse Deep Learning Models with the ℓ1​ Regularization

Approximate Principal Direction Trees

Sparse Deep Learning Models with the $ℓ_{1}$ Regularization