1 citations · 1 across the 3 of their papers we have counts for
3 papers
Control and optimization for Neural Partial Differential Equations in Supervised Learning
Alain Bensoussan, Minh-Binh Tran, Bangjie Wang
Although there is a substantial body of literature on control and optimization problems for parabolic and hyperbolic systems, the specific problem of controlling and optimizing the…
Machine Learning and Control Theory
Alain Bensoussan, Yiqun Li, Dinh Phan Cao Nguyen +3
We survey in this article the connections between Machine Learning and Control Theory. Control Theory provide useful concepts and tools for Machine Learning. Conversely Machine Lea…
Identification of linear dynamical systems and machine learning
Alain Bensoussan, Fatih Gelir, Viswanath Ramakrishna +1
The topic of identification of dynamic systems, has been at the core of modern control , following the fundamental works of Kalman. Realization Theory has been one of the major out…