GitHub

variational_optimization_demo.rs

circuit.add_gate(VariationalGate::rx(QubitId(0), "theta1".to_string(), 0.1)); circuit.add_gate(VariationalGate::ry(QubitId(1), "theta2".to_string(), 0.2)); circuit ...
GitHub

Variational Optimization on Lie Groups, with Examples of Leading (Generalized) Eigenvalue ...

The article considers smooth optimization of functions on Lie groups. By generalizing NAG variational principle in vector space (Wibisono et al., 2016) to Lie groups, continuous Lie-NAG dynamics which ...
IEEE

Some Examples of Recursive Variational Approximations for Bayesian Inference

Abstract: This chapter contains sections titled: Approximate Bayesian inference using the variational approach, Some examples, Alternative approximations; recursive methods, Some results and ...
Scientific Research Publishing

J. H. He, “Variational Iteration Method—A Kind of Nonlinear Analytical Technique: Some ...

ABSTRACT: In this paper, variational iteration method and He-Laplace method are used to solve the nonlinear ordinary and partial differential equations. Laplace transformation with the homotopy ...
IEEE

Detecting Adversarial Examples in Learning-Enabled Cyber-Physical Systems using Variational ...

Abstract: Learning-enabled components (LECs) are widely used in cyber-physical systems (CPS) since they can handle the uncertainty and variability of the environment and increase the level of autonomy ...