The convergence proof for the Perceptron algorithm is one of the most elegant pieces of math I’ve seen in ML. Most useful: Boosting , especially boosted decision trees.

Researchers have proposed a model for perceptrons to be directly implemented on near-term quantum processing devices, and we have experimentally tested it on a 5-qubits IBM quantum computer based on ...