Better Machine Learning When Data is Noisy and Incomplete Using Quantum Computers | NextBigFuture.com

D-Wave Systems had a presentation that summarized the utility of their quantum adiabatic system. It is a specialized QUBO solver. QUBO stands for quadratic unconstrained binary optimization and is a problem type traditionally used in computer science. There is online documentation and training to understand how to use the D-Wave 2048 qubit system. Probablistic Machine Learning Most of the transformation that AI has brought to-date has been based on deterministic machine learning models such as feed-forward neural networks. The real world has a lot more uncertainty. Probabilistic models explicitly handle this uncertainty by accounting for gaps in our knowledge and