State-driven Implicit Modeling for Sparsity and Robustness in Neural Networks

Alicia Y. Tsai, Juliette Decugis, Laurent El Ghaoui +1

Implicit models are a general class of learning models that forgo the hierarchical layer structure typical in neural networks and instead define the internal states based on an ``e…