2024 IEEE International Symposium on Systems Engineering
The IEEE ISSE 2024 symposium seeks to create an interactive forum for the advancement of the practice of systems engineering across the multiple disciplines and specialty areas associated with the engineering of complex systems.
The IEEE ISSE 2024 symposium seeks to create an interactive forum for the advancement of the practice of systems engineering across the multiple disciplines and specialty areas associated with the engineering of complex systems. The symposium will provide a venue for systems engineering practitioners, managers, researchers, and educators to exchange innovative concepts, ideas, applications and lessons learned addressing:
Efficient computational methods with proven guarantees are essential for navigating the complexities and nonlinearities of real-world systems. While practitioners often rely on heuristic algorithms tailored for specific applications, their theoretical foundations remain unclear, limiting their use in safety-critical systems. This presentation aims to bridge this gap for non-convex machine learning problems, emphasizing the critical need for robustness in machine learning algorithms, particularly in safety-critical applications such as autonomous driving and power systems.
