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Luis A. Ortega
Title
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Year
Diversity and Generalization in Neural Network Ensembles
LA Ortega, R Cabañas, A Masegosa
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2022
362022
Deep Variational Implicit Processes
LA Ortega, SR Santana, D Hernández-Lobato
International Conference on Learning Representations (ICLR), 2023
42023
Variational Linearized Laplace Approximation for Bayesian Deep Learning
LA Ortega, SR Santana, D Hernández-Lobato
International Conference on Machine Learning (ICML), 2024
22024
PAC-Bayes-Chernoff Bounds for Unbounded Losses
I Casado, LA Ortega, AR Masegosa, A Pérez
arXiv preprint arXiv:2401.01148, 2024
22024
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
1*2024
PAC-Chernoff Bounds: Understanding Generalization in the Interpolation Regime
AR Masegosa, LA Ortega
2024
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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