14 citations · 36 across the 8 of their papers we have counts for
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cs.LG2025
Dataset Distillation for Quantum Neural Networks
Koustubh Phalak, Junde Li, Swaroop Ghosh
Training Quantum Neural Networks (QNNs) on large amount of classical data can be both time consuming as well as expensive. Higher amount of training data would require higher numbe…
cs.LG2023★ 1 cited
Random Relabeling for Efficient Machine Unlearning
Junde Li, Swaroop Ghosh
Learning algorithms and data are the driving forces for machine learning to bring about tremendous transformation of industrial intelligence. However, individuals' right to retract…
cs.LG2022★ 1 cited
Energy-based Generative Models for Target-specific Drug Discovery
Junde Li, Collin Beaudoin, Swaroop Ghosh
Drug targets are the main focus of drug discovery due to their key role in disease pathogenesis. Computational approaches are widely applied to drug development because of the incr…