2 papers
cs.LG2018
Quantum Algorithms for Structured Prediction
Behrooz Sepehry, Ehsan Iranmanesh, Michael P. Friedlander +1
We introduce two quantum algorithms for solving structured prediction problems. We first show that a stochastic gradient descent that uses the quantum minimum finding algorithm and…
math.OC2015
Solving constrained quadratic binary problems via quantum adiabatic evolution
Pooya Ronagh, Brad Woods, Ehsan Iranmanesh
Quantum adiabatic evolution is perceived as useful for binary quadratic programming problems that are a priori unconstrained. For constrained problems, it is a common practice to r…