Quantum Algorithm

Portfolio Optimization as a QUBO Problem

In this problem, we explain how to apply Quadratic Unconstrained Binary Optimization (QUBO) method in finance. In particular, we explore portfolio optimization using QUBO formalism.

Quantum-Accelerated Monte-Carlo Methods

In this video, Asst. Prof. Patrick Rebentrost reviews classical Monte-Carlo methods and show that quantum computers provide speed-up over the classical sampler.

Overview of Quantum Computational Finance

In this video, Asst. Prof. Patrick Rebentrost summarizes some of the directions that have been explored in quantum computational finance.

Overview of Noise Reduction Strategies in Quantum Computing

What are the general noise reduction strategies in quantum computing? In this video, we give a brief overview of the various techniques used.