On 31 October 2024, Maria Eduarda Pinheiro successfully defended her doctoral thesis entitled “Mixed-Integer Optimization for Semi-Supervised Learning with Cardinality Constraints: Support Vector Machines, Classification Trees, and Random Forests”. The thesis was supervised by Jan Pablo Burgard and Martin Schmidt.