30 citations · 81 across the 10 of their papers we have counts for
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cs.LG2022
Beam Search for Feature Selection
Nicolas Fraiman, Zichao Li
In this paper, we present and prove some consistency results about the performance of classification models using a subset of features. In addition, we propose to use beam search t…
cs.LG2021
Classification with Nearest Disjoint Centroids
Nicolas Fraiman, Zichao Li
In this paper, we develop a new classification method based on nearest centroid, and it is called the nearest disjoint centroid classifier. Our method differs from the nearest cent…
cs.LG2020★ 2 cited
Biclustering with Alternating K-Means
Nicolas Fraiman, Zichao Li
Biclustering is the task of simultaneously clustering the rows and columns of the data matrix into different subgroups such that the rows and columns within a subgroup exhibit simi…