most citedImproving the Predictive Performances of Nearest Neighbors Learning by Efficient Variable Selection

1 citations · 1 across the 2 of their papers we have counts for

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2 papers

stat.ML2022★ 1 cited

Improving the Predictive Performances of Nearest Neighbors Learning by Efficient Variable Selection

Eddie Pei, Ernest Fokoue

This paper computationally demonstrates a sharp improvement in predictive performance for nearest neighbors thanks to an efficient forward selection of the predictor variables.…

stat.ML2020

Graph Enhanced High Dimensional Kernel Regression

E. Pei, E. Fokoué

In this paper, the flexibility, versatility and predictive power of kernel regression are combined with now lavishly available network data to create regression models with even gr…