31 citations · 61 across the 9 of their papers we have counts for
9 papers
Learning hard distributions with quantum-enhanced Variational Autoencoders
Anantha Rao, Dhiraj Madan, Anupama Ray +2
An important task in quantum generative machine learning is to model the probability distribution of measurements of many-body quantum systems. Classical generative models, such as…
Classical ensemble of Quantum-classical ML algorithms for Phishing detection in Ethereum transaction networks
Anupama Ray, Sai Sakunthala Guddanti, Vishnu Ajith +1
Ethereum is one of the most valuable blockchain networks in terms of the total monetary value locked in it, and arguably been the most active network where new blockchain innovatio…
Efficient Syndrome Decoder for Heavy Hexagonal QECC via Machine Learning
Debasmita Bhoumik, Ritajit Majumdar, Dhiraj Madan +3
Error syndromes for heavy hexagonal code and other topological codes such as surface code have typically been decoded by using Minimum Weight Perfect Matching (MWPM) based methods.…
Atomic cross-chain exchanges of shared assets
Krishnasuri Narayanam, Venkatraman Ramakrishna, Dhinakaran Vinayagamurthy +1
A core enabler for blockchain or DLT interoperability is the ability to atomically exchange assets held by mutually untrusting owners on different ledgers. This atomic swap problem…
Privacy-Preserving Decentralized Exchange Marketplaces
Kavya Govindarajan, Dhinakaran Vinayagamurthy, Praveen Jayachandran +1
Decentralized exchange markets leveraging blockchain have been proposed recently to provide open and equal access to traders, improve transparency and reduce systemic risk of centr…
Depth Optimized Ansatz Circuit in QAOA for Max-Cut
Ritajit Majumdar, Debasmita Bhoumik, Dhiraj Madan +3
While a Quantum Approximate Optimization Algorithm (QAOA) is intended to provide a quantum advantage in finding approximate solutions to combinatorial optimization problems, noise…
Optimizing Ansatz Design in QAOA for Max-cut
Ritajit Majumdar, Dhiraj Madan, Debasmita Bhoumik +3
Quantum Approximate Optimization Algorithm (QAOA) is studied primarily to find approximate solutions to combinatorial optimization problems. For a graph with vertices and e…
Trusted Data Notifications from Private Blockchains
Dushyant Behl, Palanivel Kodeswaran, Venkatraman Ramakrishna +2
Private blockchain networks are used by enterprises to manage decentralized processes without trusted mediators and without exposing their assets publicly on an open network like E…
StealthDB: a Scalable Encrypted Database with Full SQL Query Support
Alexey Gribov, Dhinakaran Vinayagamurthy, Sergey Gorbunov
Encrypted database systems provide a great method for protecting sensitive data in untrusted infrastructures. These systems are built using either special-purpose cryptographic alg…