Jorio Cocola

Hyper-Reduced Autoencoders for Efficient and Accurate Nonlinear Model Reductions

Mar 16, 2023
Jorio Cocola, John Tencer, Francesco Rizzi, Eric Parish, Patrick Blonigan

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Signal Recovery with Non-Expansive Generative Network Priors

Apr 24, 2022
Jorio Cocola

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Regularized Training of Intermediate Layers for Generative Models for Inverse Problems

Mar 08, 2022
Sean Gunn, Jorio Cocola, Paul Hand

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Nonasymptotic Guarantees for Low-Rank Matrix Recovery with Generative Priors

Jun 14, 2020
Jorio Cocola, Paul Hand, Vladislav Voroninski

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Global Convergence of Sobolev Training for Overparametrized Neural Networks

Jun 14, 2020
Jorio Cocola, Paul Hand

* Accepted for presentation at the 6th International Conference on Machine Learning, Optimization and Data science - LOD 2020

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