Optimization meets Machine Learning: An Exact Algorithm for Semi-Supervised Support Vector Machines

Veronica Piccialli, Jan Schwiddessen, Antonio M. Sudoso

Support vector machines (SVMs) are well-studied supervised learning models for binary classification. In many applications, large amounts of samples can be cheaply and easily obtai…