I’m a PhD Student in the DSG lab at the Cheriton School of Computer Science supervised by Prof. Xi He.
My research interests lie in privacy-preserving learning algorithms with a focus on differential privacy, generative AI and private data cleaning.
I am also a part of The Salon led by Prof. Gautam Kamath.
Before this, I was a Master’s student supervised by Prof. Xi He and Prof. Helen Chen.
I was opportune to spend four beautiful years at IIIT Bhubaneswar where I worked with Prof. Anjali Mohapatra on Genetic Clustering Algorithms in Bioinformatics.
When I’m not pondering on a piece of code to complete my project, you could find me sweating it out in a game of basketball, spending hours on board games or simply hanging out with my friends. Exploring novel concepts excites me the most. Going to new places and meeting new people keeps me going but at the end of the day, I’d rather come back to sipping my cup of masala tea with my younger brother at home. My Myers-Briggs Type Indicator(MBTI) is ENFJ [Extraverted, iNtuitive, Feeling, Judging].
Interests. Differential Privacy, Deep Learning, Databases
News
[10.10.2024] I am serving as a PC member for OnDBD 2024.
[4.5.2024] I received the Cheriton scholarship for CAD $10k per year for two years. It is given to top students at the Cheriton school of computer science on the basis of scholastic excellence.
[13.4.2024] I am serving as a PC member for TPDP'24
[15.3.2024] Differentially Private Data Generation with Missing Data is accepted to VLDB'24.
[21.10.2023] I received the prestigious OGS/QEII-GSST scholarship for CAD $15k from the University of Waterloo.
[18.10.2023] Our paper ‘Differentially Private Data Generation with Missing Data’ is now on Arxiv.
[18.08.2023] New paper ‘Benchmarks for Private Image Classification’ accepted at TPDP'23.
[23.03.2023] I am now a Vector institute affiliated graduate student.
Publications
Inconsistency measures for Differentially Private databases,
TPDP 2024.
Shubhankar Mohapatra, Amir Gilad, Xi He, Benny Kimelfeld