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Lovedeep Gondara
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Journal Articles
- 2023
- [j1]Lovedeep Gondara, Ke Wang:
PubSub-ML: A Model Streaming Alternative to Federated Learning. Proc. Priv. Enhancing Technol. 2023(2): 464-479 (2023)
Conference and Workshop Papers
- 2022
- [c11]Ricardo Silva Carvalho, Ke Wang, Lovedeep Singh Gondara:
Incorporating Item Frequency for Differentially Private Set Union. AAAI 2022: 9504-9511 - [c10]Lovedeep Gondara, Ke Wang, Ricardo Silva Carvalho:
Differentially Private Ensemble Classifiers for Data Streams. WSDM 2022: 325-333 - 2021
- [c9]Lovedeep Gondara, Ricardo Silva Carvalho, Ke Wang:
Training Differentially Private Neural Networks with Lottery Tickets. ESORICS (2) 2021: 543-562 - 2020
- [c8]Lovedeep Gondara, Ke Wang:
Differentially Private Survival Function Estimation. MLHC 2020: 271-291 - [c7]Lovedeep Gondara, Ke Wang:
Differentially Private Small Dataset Release Using Random Projections. UAI 2020: 639-648 - [c6]Ricardo Silva Carvalho, Ke Wang, Lovedeep Gondara, Chunyan Miao:
Differentially Private Top-k Selection via Stability on Unknown Domain. UAI 2020: 1109-1118 - 2018
- [c5]Lovedeep Gondara, Ke Wang:
MIDA: Multiple Imputation Using Denoising Autoencoders. PAKDD (3) 2018: 260-272 - 2017
- [c4]Lovedeep Gondara, Ke Wang:
Recovering loss to followup information using denoising autoencoders. IEEE BigData 2017: 1936-1945 - 2016
- [c3]Lovedeep Gondara:
Medical Image Denoising Using Convolutional Denoising Autoencoders. ICDM Workshops 2016: 241-246 - 2015
- [c2]Lovedeep Gondara:
RPC: An Efficient Classifier Ensemble Using Random Projections. ICMLA 2015: 559-564 - [c1]Lovedeep Gondara:
Random Forest with Random Projection to Impute Missing Gene Expression Data. ICMLA 2015: 1251-1256
Informal and Other Publications
- 2024
- [i10]Lovedeep Gondara, Jonathan Simkin:
A Clinical Trial Design Approach to Auditing Language Models in Healthcare Setting. CoRR abs/2411.16702 (2024) - 2021
- [i9]Lovedeep Gondara, Ke Wang, Ricardo Silva Carvalho:
Differentially Private Ensemble Classifiers for Data Streams. CoRR abs/2112.04640 (2021) - 2020
- [i8]Lovedeep Gondara, Ke Wang, Ricardo Silva Carvalho:
The Differentially Private Lottery Ticket Mechanism. CoRR abs/2002.11613 (2020) - 2019
- [i7]Lovedeep Gondara, Ke Wang:
Differentially Private Survival Function Estimation. CoRR abs/1910.05108 (2019) - 2018
- [i6]Lovedeep Gondara, Ke Wang:
Recovering Loss to Followup Information Using Denoising Autoencoders. CoRR abs/1802.04664 (2018) - 2017
- [i5]Lovedeep Gondara:
Detecting Adversarial Samples Using Density Ratio Estimates. CoRR abs/1705.02224 (2017) - [i4]Lovedeep Gondara, Ke Wang:
Multiple Imputation Using Deep Denoising Autoencoders. CoRR abs/1705.02737 (2017) - 2016
- [i3]Lovedeep Gondara:
Medical image denoising using convolutional denoising autoencoders. CoRR abs/1608.04667 (2016) - [i2]Lovedeep Gondara:
Classifier comparison using precision. CoRR abs/1609.09471 (2016) - [i1]Lovedeep Gondara:
Human powered multiple imputation. CoRR abs/1612.02707 (2016)
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