Jorio Cocola

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Generative Model

Discriminative Learning

Nonlinear Programming

Discriminatively Trained

Top Venues

Publications

Sean Gunn, Jorio Cocola, Paul Hand
Regularized Training of Intermediate Layers for Generative Models for Inverse Problems. Trans. Mach. Learn. Res. 2023 (2023)
Jorio Cocola, John Tencer, Francesco Rizzi, Eric J. Parish, Patrick J. Blonigan
Hyper-Reduced Autoencoders for Efficient and Accurate Nonlinear Model Reductions. CoRR (2023)
Sean Gunn, Jorio Cocola, Paul Hand
Regularized Training of Intermediate Layers for Generative Models for Inverse Problems. CoRR (2022)
Jorio Cocola
Signal Recovery with Non-Expansive Generative Network Priors. CoRR (2022)
Jorio Cocola
Signal Recovery with Non-Expansive Generative Network Priors. NeurIPS (2022)
Jorio Cocola, Paul Hand, Vladislav Voroninski
No Statistical-Computational Gap in Spiked Matrix Models with Generative Network Priors. Entropy 23 (1) (2021)
Jorio Cocola, Paul Hand, Vladislav Voroninski
Nonasymptotic Guarantees for Low-Rank Matrix Recovery with Generative Priors. CoRR (2020)
Jorio Cocola, Paul Hand
Global Convergence of Sobolev Training for Overparameterized Neural Networks. LOD (1) (2020)
Jorio Cocola, Paul Hand, Vladislav Voroninski
Nonasymptotic Guarantees for Spiked Matrix Recovery with Generative Priors. NeurIPS (2020)
Jorio Cocola, Paul Hand
Global Convergence of Sobolev Training for Overparametrized Neural Networks. CoRR (2020)
Richard H. Byrd, Jorio Cocola, Richard A. Tapia
Extending the Pennisi-McCormick Second-Order Sufficiency Theory for Nonlinear Programming to Infinite Dimensions. SIAM J. Optim. 29 (3) (2019)