Diversity and Generalization in Neural Network Ensembles LA Ortega, R Cabañas, A Masegosa International Conference on Artificial Intelligence and Statistics, 11720-11743, 2022 | 31 | 2022 |
Deep Variational Implicit Processes LA Ortega, SR Santana, D Hernández-Lobato International Conference on Learning Representations (ICLR), 2023 | 4 | 2023 |
PAC-Bayes-Chernoff Bounds for Unbounded Losses I Casado, LA Ortega, AR Masegosa, A Pérez arXiv preprint arXiv:2401.01148, 2024 | 2 | 2024 |
Variational linearized Laplace approximation for Bayesian deep learning LA Ortega, SR Santana, D Hernández-Lobato arXiv preprint arXiv:2302.12565, 2023 | 2 | 2023 |
If there is no underfitting, there is no Cold Posterior Effect Y Zhang, YS Wu, LA Ortega, AR Masegosa arXiv preprint arXiv:2310.01189, 2023 | 1 | 2023 |
PAC-Chernoff Bounds: Understanding Generalization in the Interpolation Regime AR Masegosa, LA Ortega | | 2024 |
Understanding Generalization in the Interpolation Regime using the Rate Function AR Masegosa, LA Ortega arXiv preprint arXiv:2306.10947, 2023 | | 2023 |
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 |