74 citations · 461 across the 38 of their papers we have counts for
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stat.ML2020★ 8 cited
When to Impute? Imputation before and during cross-validation
Byron C. Jaeger, Nicholas J. Tierney, Noah R. Simon
Cross-validation (CV) is a technique used to estimate generalization error for prediction models. For pipeline modeling algorithms (i.e. modeling procedures with multiple steps), i…
stat.ML2020
Ensembled sparse-input hierarchical networks for high-dimensional datasets
Jean Feng, Noah Simon
Neural networks have seen limited use in prediction for high-dimensional data with small sample sizes, because they tend to overfit and require tuning many more hyperparameters tha…