Many machine learning algorithms on quantum computers suffer from the dreaded 'barren plateau' of unsolvability, where they run into dead ends on optimization problems.

Quantum computers will transform many fields, and the impact on optimization and machine learning (ML) will be among the most profound. In recent years, machine learning has taken off thanks partly to ...

We are writing history.” Daedalean CEO, Bas Gouverneur explains how the firm is certifying the first machine learning-enabled ...

Quantum mechanics, which is the study of the behavior of sub-atomic particles, provides a way to enhance the use of machine learning to resolve inherently complex problems around optimization ...

An algorithmic approach to price optimization can go deeper by solving problems analytically for a single product, such as beer, or numerically for multiple products, said Seethu Seetharaman of ...

Mathematical optimization and machine learning are two tools ... and are shining examples of how mathematics — along with data and computers — can be used to solve complex business problems.

One common criticism of machine learning, especially from regulators, is the way it works is not transparent, so when things go wrong, it is difficult to pinpoint to the source of the problem. A ...