9 citations · 12 across the 17 of their papers we have counts for
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cs.IT2024
On de Bruijn Covering Sequences and Arrays
Yeow Meng Chee, Tuvi Etzion, Hoang Ta +1
An -de Bruijn covering array (dBCA) is a doubly periodic array over an alphabet of size such that the set of all its windows form a covering…
cs.DS2024
Constructing Decision Trees from Data Streams
Huy Pham, Hoang Ta, Hoa T. Vu
In this work, we present data stream algorithms to compute optimal splits for decision tree learning. In particular, given a data stream of observations \(x_i\) and their correspon…
cs.LG2024
Optimizing Polynomial Graph Filters: A Novel Adaptive Krylov Subspace Approach
Keke Huang, Wencai Cao, Hoang Ta +2
Graph Neural Networks (GNNs), known as spectral graph filters, find a wide range of applications in web networks. To bypass eigendecomposition, polynomial graph filters are propose…