Publikationer av Borja Rodriguez Galvez
Refereegranskade
Artiklar
[1]
A. Mele et al., "Fluid accumulation and major adverse kidney events in sepsis : a multicenter observational study," Annals of Intensive Care, vol. 12, no. 1, 2022.
[2]
B. Rodríguez Gálvez, G. Bassi och M. Skoglund, "Upper Bounds on the Generalization Error of Private Algorithms for Discrete Data," IEEE Transactions on Information Theory, vol. 67, no. 11, s. 7362-7379, 2021.
[3]
B. Rodríguez Gálvez, R. Thobaben och M. Skoglund, "The Convex Information Bottleneck Lagrangian," Entropy, vol. 22, no. 1, 2020.
Konferensbidrag
[4]
M. Haghifam et al., "Limitations of information : theoretic generalization bounds for gradient descent methods in stochastic convex optimization," i Proceedings of ALT 2023, 2023, s. 663-706.
[5]
A. Gouverneur et al., "Thompson Sampling Regret Bounds for Contextual Bandits with sub-Gaussian rewards," i 2023 IEEE International Symposium on Information Theory, ISIT 2023, 2023, s. 1306-1311.
[6]
A. Gouverneur et al., "An Information-Theoretic Analysis of Bayesian Reinforcement Learning," i 2022 58Th Annual Allerton Conference On Communication, Control, And Computing (ALLERTON), 2022.
[7]
S. Katsarou, B. Rodríguez Gálvez och J. Shanahan, "Measuring Gender Bias in Contextualized Embeddings," i Computer Sciences and Mathematics Forum, 2022.
[8]
B. Rodríguez Gálvez, R. Thobaben och M. Skoglund, "A Variational Approach to Privacy and Fairness," i 2021 IEEE Information Theory Workshop, ITW 2021 - Proceedings, 2021.
[9]
B. Rodríguez Gálvez et al., "Enforcing fairness in private federated learning via the modified method of differential multipliers," i NeurIPS 2021 Workshop Privacy in Machine Learning, 2021.
[10]
B. Rodríguez Gálvez et al., "On Random Subset Generalization Error Bounds and the Stochastic Gradient Langevin Dynamics Algorithm," i 2020 IEEE Information Theory Workshop (ITW), 2021.
[11]
B. Rodríguez Gálvez et al., "Tighter Expected Generalization Error Bounds via Wasserstein Distance," i Advances in Neural Information Processing Systems, 2021, s. 19109-19121.
[12]
R. Asif et al., "Aerial path planning for multi-vehicles," i Proceedings - IEEE 2nd International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2019, 2019, s. 267-272.
Icke refereegranskade
Avhandlingar
[13]
B. Rodríguez Gálvez, "An Information-Theoretic Approach to Generalization Theory," Doktorsavhandling : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2024:31, 2024.
Övriga
[14]
B. Rodríguez Gálvez et al., "A note on generalization bounds for losses with finite moments," (Manuskript).
[15]
B. Rodríguez Gálvez et al., "A note on generalization bounds for losses with finite moments," (Manuskript).
[16]
B. Rodríguez Gálvez, R. Thobaben och M. Skoglund, "More PAC-Bayes bounds : From bounded losses, to losses with general tail behaviors, to anytime validity," (Manuskript).
Senaste synkning med DiVA:
2024-04-25 00:17:30