19 citations · 34 across the 10 of their papers we have counts for
3 papers · 1 filter
Quantum Machine Learning for Material Synthesis and Hardware Security
Collin Beaudoin, Satwik Kundu, Rasit Onur Topaloglu +1
Using quantum computing, this paper addresses two scientifically pressing and day-to-day relevant problems, namely, chemical retrosynthesis which is an important step in drug/mater…
Knowledge Distillation in Quantum Neural Network using Approximate Synthesis
Mahabubul Alam, Satwik Kundu, Swaroop Ghosh
Recent assertions of a potential advantage of Quantum Neural Network (QNN) for specific Machine Learning (ML) tasks have sparked the curiosity of a sizable number of application re…
Security Aspects of Quantum Machine Learning: Opportunities, Threats and Defenses
Satwik Kundu, Swaroop Ghosh
In the last few years, quantum computing has experienced a growth spurt. One exciting avenue of quantum computing is quantum machine learning (QML) which can exploit the high dimen…