Search Results for author: Charles Dognin

Found 3 papers, 1 papers with code

Sampling Bias in Deep Active Classification: An Empirical Study

2 code implementations IJCNLP 2019 Ameya Prabhu, Charles Dognin, Maneesh Singh

The exploding cost and time needed for data labeling and model training are bottlenecks for training DNN models on large datasets.

Active Learning Classification +2

A Characterization of Mean Squared Error for Estimator with Bagging

no code implementations7 Aug 2019 Martin Mihelich, Charles Dognin, Yan Shu, Michael Blot

First, we prove that for any estimator, increasing the number of bagged estimators $N$ in the average can only reduce the MSE.

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