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02/18/2022
Rethinking Pareto Frontier for Performance Evaluation of Deep Neural Networks
Recent efforts in deep learning show a considerable advancement in redes...
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09/20/2021
iRNN: Integer-only Recurrent Neural Network
Recurrent neural networks (RNN) are used in many real-world text and spe...
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04/29/2020
Batch Normalization in Quantized Networks
Implementation of quantized neural networks on computing hardware leads ...
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09/18/2019
A Study on Binary Neural Networks Initialization
Initialization plays a crucial role in training neural models. Binary Ne...
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01/30/2019
Uplift Regression: The R Package tools4uplift
Uplift modeling aims at predicting the causal effect of an action such a...
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12/31/2018
