Amir Ali Ahmadi
Research Interests: Polynomial and semidefinite optimization, dynamical systems, computational complexity in numerical optimization, applied mathematics
Research Interests: Control, Robotics and Dynamical Systems
Research Interests: Computing & Networking, Data & Information Science, Security & Privacy
Jaime Fernández Fisac
Research Interests: Statistics, machine learning and optimization, with special attention on the foundations of deep learning and non-convex optimization.
Research Interests: I am interested in developing approaches for pushing agile robotic systems to the brink of their hardware limits while providing formal guarantees on their safety and performance. I am particularly excited about applying algorithmic and theoretical techniques from nonlinear control theory, optimization, motion planning, and machine learning to the areas of autonomous unmanned aerial vehicle flight, legged locomotion, and grasping/manipulation.
Research Interests: Blockchains. Inventing communication algorithms via Deep Learning.
Research Interests: Stochastic optimization, reinforcement learning, optimization for machine learning
Research Interests: Computer Architecture, Parallel Computer Architecture, Manycore Systems, Operating Systems, Sustainable Computing, Parallel Computing, Data Center Computing, Cloud Computing