Siddhant Dutta

1. Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML
   2024/09/14 by Siddhant Dutta, Pavana P Karanth, Dutta, Siddhant +13 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Privacy-Preserving Technologies in Data #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
2. Quantum Agents
   2025/06/02 by Eldar Sultanow, Madjid Tehrani, Sultanow, Eldar +7 · 2 citations
   Chemistry · #2010: Primary 81P68 #68T05 #68T42 #FOS: Physical sciences #Quantum Physics (quant-ph) #Secondary 68Q12 #Various Chemistry Research Topics
3. QAS-QTNs: Curriculum Reinforcement Learning-Driven Quantum Architecture Search for Quantum Tensor Networks
   2025/07/16 by Siddhant Dutta, Nouhaila Innan, Dutta, Siddhant +5 · 5 citations
   Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum and electron transport phenomena #Advanced Thermodynamics and Statistical Mechanics