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cs.LG2017★ 135 cited
Adaptive Neural Networks for Efficient Inference
Tolga Bolukbasi, Joseph Wang, Ofer Dekel +1
We present an approach to adaptively utilize deep neural networks in order to reduce the evaluation time on new examples without loss of accuracy. Rather than attempting to redesig…
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…