no code implementations • 13 May 2023 • Noah A. Crum, Leanto Sunny, Pooya Ronagh, Raymond Laflamme, Radhakrishnan Balu, George Siopsis
We investigate whether long-run persistent chain Monte Carlo simulation of Langevin dynamics improves the quality of the representations achieved by energy-based models (EBM).
no code implementations • 19 Feb 2021 • Radhakrishnan Balu
We construct relativistic quantum Markov semigroups from covariant completely positive maps.
Quantum Physics Mathematical Physics Mathematical Physics
no code implementations • 23 Jan 2019 • Radhakrishnan Balu, Ajinkya Borle
We report a scalable hybrid quantum-classical machine learning framework to build Bayesian networks (BN) that captures the conditional dependence and causal relationships of random variables.