706 citations · 707 across the 3 of their papers we have counts for
3 papers
cs.LG2021
Differentially Private Ensemble Classifiers for Data Streams
Lovedeep Gondara, Ke Wang, Ricardo Silva Carvalho
Learning from continuous data streams via classification/regression is prevalent in many domains. Adapting to evolving data characteristics (concept drift) while protecting data ow…
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.…