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Borja Rodríguez Gálvez
Borja Rodríguez Gálvez
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Tighter expected generalization error bounds via wasserstein distance
B Rodríguez Gálvez, G Bassi, R Thobaben, M Skoglund
Advances in Neural Information Processing Systems 34, 19109-19121, 2021
172021
On random subset generalization error bounds and the stochastic gradient Langevin dynamics algorithm
B Rodríguez-Gálvez, G Bassi, R Thobaben, M Skoglund
2020 IEEE Information Theory Workshop (ITW), 1-5, 2021
152021
The Convex Information Bottleneck Lagrangian
B Rodríguez Gálvez, R Thobaben, M Skoglund
Entropy 22 (1), 27, 2020
102020
A variational approach to privacy and fairness
B Rodríguez-Gálvez, R Thobaben, M Skoglund
2021 IEEE Information Theory Workshop (ITW), 1-6, 2021
82021
The Information Bottleneck: Connections to Other Problems, Learning and Exploration of the IB Curve
B Rodríguez Gálvez
KTH Royal Institute of Technology, 2019
52019
Enforcing fairness in private federated learning via the modified method of differential multipliers
B Rodríguez-Gálvez, F Granqvist, R van Dalen, M Seigel
arXiv preprint arXiv:2109.08604, 2021
2*2021
Upper bounds on the generalization error of private algorithms for discrete data
B Rodríguez-Gálvez, G Bassi, M Skoglund
IEEE Transactions on Information Theory 67 (11), 7362-7379, 2021
2*2021
Fluid accumulation and major adverse kidney events in sepsis: a multicenter observational study
A Mele, E Cerminara, H Häbel, B Rodriguez-Galvez, A Oldner, D Nelson, ...
Annals of intensive care 12 (1), 1-12, 2022
2022
An Information-Theoretic Analysis of Bayesian Reinforcement Learning
A Gouverneur, B Rodríguez-Gálvez, TJ Oechtering, M Skoglund
arXiv preprint arXiv:2207.08735, 2022
2022
Measuring Gender Bias in Contextualized Embeddings
S Katsarou, B Rodríguez-Gálvez, J Shanahan
Computer Sciences and Mathematics Forum 3 (1), 3, 2022
2022
Aerial Path Planning for Multi-Vehicles
R Asif, H Löffel, V Assavasangthong, G Martinelli, P Gajland, ...
2019 IEEE Second International Conference on Artificial Intelligence and …, 2019
2019
Texture-Based brain tumor segmentation in MR images
B Rodríguez Gálvez
Universitat Politècnica de Catalunya, 2017
2017
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Artiklar 1–12