متابعة
Borja Rodríguez Gálvez
Borja Rodríguez Gálvez
Researcher, KTH Royal Institute of Technology
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
582021
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
422021
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
332021
A variational approach to privacy and fairness‏
B Rodríguez-Gálvez, R Thobaben, M Skoglund‏
2021 IEEE Information Theory Workshop (ITW), 1-6, 2021‏
312021
The Convex Information Bottleneck Lagrangian‏
B Rodríguez Gálvez, R Thobaben, M Skoglund‏
Entropy 22 (1), 27, 2020‏
282020
Limitations of information-theoretic generalization bounds for gradient descent methods in stochastic convex optimization‏
M Haghifam, B Rodríguez-Gálvez, R Thobaben, M Skoglund, DM Roy, ...‏
International Conference on Algorithmic Learning Theory, 663-706, 2023‏
222023
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), 62, 2022‏
212022
More PAC-Bayes bounds: From bounded losses, to losses with general tail behaviors, to anytime validity‏
B Rodríguez-Gálvez, R Thobaben, M Skoglund‏
Journal of Machine Learning Research 25 (110), 1-43, 2024‏
132024
The role of entropy and reconstruction in multi-view self-supervised learning‏
BR Gálvez, A Blaas, P Rodríguez, A Golinski, X Suau, J Ramapuram, ...‏
International Conference on Machine Learning, 29143-29160, 2023‏
132023
Measuring gender bias in contextualized embeddings‏
S Katsarou, B Rodríguez-Gálvez, J Shanahan‏
Computer Sciences and Mathematics Forum 3 (1), 3, 2022‏
132022
Thompson sampling regret bounds for contextual bandits with sub-gaussian rewards‏
A Gouverneur, B Rodríguez-Gálvez, TJ Oechtering, M Skoglund‏
2023 IEEE International Symposium on Information Theory (ISIT), 1306-1311, 2023‏
62023
An information-theoretic approach to generalization theory‏
B Rodríguez-Gálvez, R Thobaben, M Skoglund‏
arXiv preprint arXiv:2408.13275, 2024‏
52024
An information-theoretic analysis of bayesian reinforcement learning‏
A Gouverneur, B Rodríguez-Gálvez, TJ Oechtering, M Skoglund‏
2022 58th Annual Allerton Conference on Communication, Control, and …, 2022‏
42022
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
42021
On information theoretic fairness: Compressed representations with perfect demographic parity‏
A Zamani, B Rodríguez-Gálvez, M Skoglund‏
2024 IEEE Information Theory Workshop (ITW), 25-30, 2024‏
22024
The Information Bottleneck: Connections to Other Problems, Learning and Exploration of the IB Curve‏
B Rodríguez Gálvez‏
KTH Royal Institute of Technology, 2019‏
22019
An Information-Theoretic Analysis of Thompson Sampling for Logistic Bandits‏
A Gouverneur, B Rodríguez-Gálvez, TJ Oechtering, M Skoglund‏
arXiv preprint arXiv:2412.02861, 2024‏
12024
Chained Information-Theoretic bounds and Tight Regret Rate for Linear Bandit Problems‏
A Gouverneur, B Rodríguez-Gálvez, TJ Oechtering, M Skoglund‏
arXiv preprint arXiv:2403.03361, 2024‏
12024
An Information-Theoretic Analysis of Thompson Sampling with Infinite Action Spaces‏
A Gouverneur, B Rodríguez-Gálvez, TJ Oechtering, M Skoglund‏
ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and …, 2025‏
2025
Information-Theoretic Minimax Regret Bounds for Reinforcement Learning based on Duality‏
R Bongole, A Gouverneur, B Rodríguez-Gálvez, TJ Oechtering, ...‏
ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and …, 2025‏
2025
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مقالات 1–20