Systems controlled by next-generation computing algorithms could give rise to better and more efficient machine learning products, a new study suggests. Systems controlled by next-generation computing ...

Machine learning is a subfield of artificial intelligence, which explores how to computationally simulate (or surpass) humanlike intelligence. While some AI techniques (such as expert systems) use ...

We corroborate the intuition developed here by a number of theorems, as well as extensive numerical experiments. The formal definition of dissipation, sparsity, and quantum speedups are rigorously ...

$$H(x)=\mathop{\sum}\limits_{j}{h}_{j}({\overrightarrow{x}}_{j}),$$ The central component of the improved ML algorithm is the geometric inductive bias built into our ...