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Sonakshi Garg

ORCID: 0000-0002-7204-8228
Observed ORCID: 0000-0002-7204-8228
OpenAlex ID: A5008166344
A novel approach for COVID-19 Infection forecasting based on multi-source deep transfer learning
2022 · Sonakshi Garg, Sandeep Kumar, et al. · Computers in Biology and Medicine · 24
Privacy in manifolds: Combining k-anonymity with differential privacy on Fréchet means
2024 · Sonakshi Garg, Vicenç Torra · Computers & Security · 10
Poisoning Attacks on Federated Learning for Autonomous Driving
2024 · Sonakshi Garg, Hugo Jönsson, et al. · Linköping electronic conference proceedings · 7
Task-Specific Knowledge Distillation with Differential Privacy in LLMs
2024 · Sonakshi Garg, Vicenç Torra · Lecture notes in computer science · 6
K-Anonymous Privacy Preserving Manifold Learning
2023 · Sonakshi Garg, Vicenç Torra · International Conference on Security and Cryptography · 4
Artificial Intelligence to Prevent Road Accidents
2019 · Jaidev B, Sonakshi Garg, et al. · International Journal of Machine Learning and Networked Collaborative Engineering · 3
A stratified review of COVID-19 infection forecasting and an efficient methodology using multiple domain-based transfer learning
2024 · Sandeep Kumar, Sonakshi Garg, et al. · Expert Systems with Applications · 2
PrunePrivyTune: Accelerating Language Models with Pruning and Differentially Private Fine-Tuning
2026 · Sonakshi Garg, Vicenç Torra · Machine Learning · 1
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Exploring Distribution Learning of Synthetic Data Generators for Manifolds
2025 · Sonakshi Garg, Vicenç Torra · Lecture notes in computer science · 1
Using Prior Knowledge to Improve GANs for Tabular Data Without Compromising Privacy
2026 · Sonakshi Garg, Marcel Neunhoeffer, et al. · Lecture notes in computer science
Can Synthetic Data Preserve Manifold Properties?
2024 · Sonakshi Garg, Vicenç Torra · IFIP advances in information and communication technology
Works count: 11
Citation count: 58
H-index: 4
I10-index: 2
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