706 citations · 749 across the 20 of their papers we have counts for
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cs.LG2016
CrowdMI: Multiple Imputation via Crowdsourcing
Lovedeep Gondara
Can humans impute missing data with similar proficiency as machines? This is the question we aim to answer in this paper. We present a novel idea of converting observations with mi…
cs.CV2016★ 706 cited
Medical image denoising using convolutional denoising autoencoders
Lovedeep Gondara
Image denoising is an important pre-processing step in medical image analysis. Different algorithms have been proposed in past three decades with varying denoising performances. Mo…
cs.LG2016★ 1 cited
Classifier comparison using precision
Lovedeep Gondara
New proposed models are often compared to state-of-the-art using statistical significance testing. Literature is scarce for classifier comparison using metrics other than accuracy.…