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Luis A. Ortega
Title
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Cited by
Year
Diversity and Generalization in Neural Network Ensembles
LA Ortega, R Cabañas, A Masegosa
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2022
472022
PAC-Bayes-Chernoff Bounds for Unbounded Losses
I Casado, LA Ortega, AR Masegosa, A Pérez
arXiv preprint arXiv:2401.01148, 2024
62024
Deep Variational Implicit Processes
LA Ortega, SR Santana, D Hernández-Lobato
International Conference on Learning Representations (ICLR), 2023
52023
Variational Linearized Laplace Approximation for Bayesian Deep Learning
LA Ortega, SR Santana, D Hernández-Lobato
International Conference on Machine Learning (ICML), 2024
42024
The Cold Posterior Effect Indicates Underfitting, and Cold Posteriors Represent a Fully Bayesian Method to Mitigate It
Y Zhang, YS Wu, LA Ortega, AR Masegosa
Transactions on Machine Learning Research (TMLR), 2024
3*2024
PAC-Chernoff Bounds: Understanding Generalization in the Interpolation Regime
AR Masegosa, LA Ortega
12024
Correcting Model Bias with Sparse Implicit Processes
SR Santana, LA Ortega, D Hernández-Lobato, B Zaldívar
ICML 2022 Workshop "Beyond Bayes: Paths Towards Universal Reasoning Systems", 2022
2022
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