Robust Deep Learning as Optimal Control: Insights and Convergence Guarantees.
Jacob H. SeidmanMahyar FazlyabVictor M. PreciadoGeorge J. PappasPublished in: L4DC (2020)
Keyphrases
- partial occlusion
- optimal control
- deep learning
- control problems
- dynamic programming
- control strategy
- unsupervised feature learning
- machine learning
- optimal control problems
- reinforcement learning
- control law
- unsupervised learning
- weakly supervised
- linear quadratic
- natural language processing
- image processing
- decision making