Search Results for author: Juliette Decugis

Found 1 papers, 0 papers with code

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

no code implementations19 Sep 2022 Alicia Y. Tsai, Juliette Decugis, Laurent El Ghaoui, Alper Atamtürk

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 ``equilibrium'' equation, offering competitive performance and reduced memory consumption.

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