Lovedeep Gondara

Proc. Priv. Enhancing Technol., April, 2023

2022

Differentially Private Ensemble Classifiers for Data Streams.

[BibT_eX]

[DOI]

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Incorporating Item Frequency for Differentially Private Set Union.

[BibT_eX]

[DOI]

Lovedeep Singh Gondara

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Training Differentially Private Neural Networks with Lottery Tickets.

[BibT_eX]

[DOI]

Proceedings of the Computer Security - ESORICS 2021, 2021

2020

The Differentially Private Lottery Ticket Mechanism.

[BibT_eX]

[DOI]

CoRR, 2020

Differentially Private Small Dataset Release Using Random Projections.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Differentially Private Top-k Selection via Stability on Unknown Domain.

[BibT_eX]

[DOI]

Chunyan Miao

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Differentially Private Survival Function Estimation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Healthcare Conference, 2020

2018

MIDA: Multiple Imputation Using Denoising Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

2017

Multiple Imputation Using Deep Denoising Autoencoders.

[BibT_eX]

[DOI]

CoRR, 2017

Detecting Adversarial Samples Using Density Ratio Estimates.

[BibT_eX]

[DOI]

CoRR, 2017

Recovering loss to followup information using denoising autoencoders.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Human powered multiple imputation.

[BibT_eX]

[DOI]

CoRR, 2016

Classifier comparison using precision.

[BibT_eX]

[DOI]

CoRR, 2016

Medical Image Denoising Using Convolutional Denoising Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

2015

Random Forest with Random Projection to Impute Missing Gene Expression Data.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

RPC: An Efficient Classifier Ensemble Using Random Projections.

[BibT_eX]

[DOI]