Along with applications in Energy and Health, our group develops algorithms to speed up computation of optimization and machine learning algorithms.
The primary algorithms are for bi-level optimization problems, equilibrium in binary variables, and optimization problems under uncertainty. We also extend these to improve computation in machine learning and multi objective optimization.