Machine Learning, Aritificial Intelligence, Data Science.
Optimization: Guaranteeing the existence of solutions to optimization problems. Function Spaces: Many function spaces used in ML (e.g., spaces of square-integrable functions) are naturally Hilbert spaces. Duality: The Riesz representation theorem establishes a powerful duality between Hilbert