Lovedeep Gondara

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 18

Top Topics

Classifier Ensemble

Differentially Private

Top Venues

Publications

Lovedeep Gondara, Ke Wang
PubSub-ML: A Model Streaming Alternative to Federated Learning. Proc. Priv. Enhancing Technol. 2023 (2) (2023)
Lovedeep Gondara, Ke Wang, Ricardo Silva Carvalho
Differentially Private Ensemble Classifiers for Data Streams. WSDM (2022)
Lovedeep Gondara, Ricardo Silva Carvalho, Ke Wang
Training Differentially Private Neural Networks with Lottery Tickets. ESORICS (2) (2021)
Lovedeep Gondara, Ke Wang, Ricardo Silva Carvalho
Differentially Private Ensemble Classifiers for Data Streams. CoRR (2021)
Ricardo Silva Carvalho, Ke Wang, Lovedeep Gondara, Chunyan Miao
Differentially Private Top-k Selection via Stability on Unknown Domain. UAI (2020)
Lovedeep Gondara, Ke Wang
Differentially Private Small Dataset Release Using Random Projections. UAI (2020)
Lovedeep Gondara, Ke Wang
Differentially Private Survival Function Estimation. MLHC (2020)
Lovedeep Gondara, Ke Wang, Ricardo Silva Carvalho
The Differentially Private Lottery Ticket Mechanism. CoRR (2020)
Lovedeep Gondara, Ke Wang
Differentially Private Survival Function Estimation. CoRR (2019)
Lovedeep Gondara, Ke Wang
Recovering Loss to Followup Information Using Denoising Autoencoders. CoRR (2018)
Lovedeep Gondara, Ke Wang
MIDA: Multiple Imputation Using Denoising Autoencoders. PAKDD (3) (2018)
Lovedeep Gondara, Ke Wang
Recovering loss to followup information using denoising autoencoders. IEEE BigData (2017)
Lovedeep Gondara
Detecting Adversarial Samples Using Density Ratio Estimates. CoRR (2017)
Lovedeep Gondara, Ke Wang
Multiple Imputation Using Deep Denoising Autoencoders. CoRR (2017)
Lovedeep Gondara
Medical Image Denoising Using Convolutional Denoising Autoencoders. ICDM Workshops (2016)
Lovedeep Gondara
Medical image denoising using convolutional denoising autoencoders. CoRR (2016)
Lovedeep Gondara
Human powered multiple imputation. CoRR (2016)
Lovedeep Gondara
Classifier comparison using precision. CoRR (2016)
Lovedeep Gondara
Random Forest with Random Projection to Impute Missing Gene Expression Data. ICMLA (2015)
Lovedeep Gondara
RPC: An Efficient Classifier Ensemble Using Random Projections. ICMLA (2015)