1 code implementation • 9 Dec 2021 • Lovedeep Gondara, Ke Wang, Ricardo Silva Carvalho
Learning from continuous data streams via classification/regression is prevalent in many domains.
1 code implementation • 16 Feb 2020 • Lovedeep Gondara, Ke Wang, Ricardo Silva Carvalho
We propose the differentially private lottery ticket mechanism (DPLTM).
no code implementations • 4 Oct 2019 • Lovedeep Gondara, Ke Wang
Survival function estimation is used in many disciplines, but it is most common in medical analytics in the form of the Kaplan-Meier estimator.
no code implementations • 25 Sep 2019 • Lovedeep Gondara, Ke Wang, Ricardo Silva Carvalho
We propose the differentially private lottery ticket mechanism (DPLTM).
no code implementations • 12 Feb 2018 • Lovedeep Gondara, Ke Wang
Loss to followup is a significant issue in healthcare and has serious consequences for a study's validity and cost.
2 code implementations • 8 May 2017 • Lovedeep Gondara, Ke Wang
Missing data is a significant problem impacting all domains.
no code implementations • 5 May 2017 • Lovedeep Gondara
Machine learning models, especially based on deep architectures are used in everyday applications ranging from self driving cars to medical diagnostics.
no code implementations • 8 Dec 2016 • Lovedeep Gondara
Can humans impute missing data with similar proficiency as machines?
no code implementations • 29 Sep 2016 • Lovedeep Gondara
New proposed models are often compared to state-of-the-art using statistical significance testing.
2 code implementations • 16 Aug 2016 • Lovedeep Gondara
Image denoising is an important pre-processing step in medical image analysis.