28 citations · 147 across the 23 of their papers we have counts for
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stat.ML2015★ 28 cited
Feature-Budgeted Random Forest
Feng Nan, Joseph Wang, Venkatesh Saligrama
We seek decision rules for prediction-time cost reduction, where complete data is available for training, but during prediction-time, each feature can only be acquired for an addit…
cs.LG2015
Max-Cost Discrete Function Evaluation Problem under a Budget
Feng Nan, Joseph Wang, Venkatesh Saligrama
We propose novel methods for max-cost Discrete Function Evaluation Problem (DFEP) under budget constraints. We are motivated by applications such as clinical diagnosis where a pati…