With the growing amount of data to be analysed and the consequent need for increased computational resources, ML algorithms are the most evident witness of the need for machines that go beyond the limits that classical computational models are rapidly approaching. It is thus reason- able to find out if and how learning models that make use of quantum resources can be defined. This chapter discusses how quantum computers can be used for such learning tasks.
Quantum Machine Intelligence
Alessandra Di Pierro;
2024-01-01
Abstract
With the growing amount of data to be analysed and the consequent need for increased computational resources, ML algorithms are the most evident witness of the need for machines that go beyond the limits that classical computational models are rapidly approaching. It is thus reason- able to find out if and how learning models that make use of quantum resources can be defined. This chapter discusses how quantum computers can be used for such learning tasks.
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