Borja Balle
Orcid: 0009-0003-8726-2803Affiliations:
- Amazon Research, Cambridge, UK
- Lancaster University, Department of Mathematics and Statistics, UK
- McGill University, Reasoning and Learning Laboratory, Montreal, Québec, Canada
- Polytechnic University of Catalonia, Spain
According to our database1,
Borja Balle
authored at least 88 papers
between 2008 and 2024.
Collaborative distances:
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Bibliography
2024
The Last Iterate Advantage: Empirical Auditing and Principled Heuristic Analysis of Differentially Private SGD.
CoRR, 2024
DiSK: Differentially Private Optimizer with Simplified Kalman Filter for Noise Reduction.
CoRR, 2024
CoRR, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2023
CoRR, 2023
Proceedings of the 32nd USENIX Security Symposium, 2023
Proceedings of the 32nd USENIX Security Symposium, 2023
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023
2022
CoRR, 2022
Proceedings of the 43rd IEEE Symposium on Security and Privacy, 2022
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
2021
Proceedings of the 48th International Colloquium on Automata, Languages, and Programming, 2021
2020
Secure and Scalable Document Similarity on Distributed Databases: Differential Privacy to the Rescue.
Proc. Priv. Enhancing Technol., 2020
Proc. Priv. Enhancing Technol., 2020
J. Priv. Confidentiality, 2020
Electron. J. Comb., 2020
Proceedings of the PrivateNLP 2020: Workshop on Privacy in Natural Language Processing, 2020
Privacy- and Utility-Preserving Textual Analysis via Calibrated Multivariate Perturbations.
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020
Proceedings of the PrivateNLP 2020: Workshop on Privacy in Natural Language Processing, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
A Framework for robustness Certification of Smoothed Classifiers using F-Divergences.
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the CCS '20: 2020 ACM SIGSAC Conference on Computer and Communications Security, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
Math. Struct. Comput. Sci., 2019
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Cryptology - CRYPTO 2019, 2019
Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, 2019
2018
IACR Cryptol. ePrint Arch., 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Improving the Gaussian Mechanism for Differential Privacy: Analytical Calibration and Optimal Denoising.
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proc. Priv. Enhancing Technol., 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 44th International Colloquium on Automata, Languages, and Programming, 2017
2016
IACR Cryptol. ePrint Arch., 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Results of the Sequence PredIction ChallengE (SPiCe): a Competition on Learning the Next Symbol in a Sequence.
Proceedings of the 13th International Conference on Grammatical Inference, 2016
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015
Proceedings of the 30th Annual ACM/IEEE Symposium on Logic in Computer Science, 2015
Proceedings of the Algebraic Informatics - 6th International Conference, 2015
Proceedings of the Algorithmic Learning Theory - 26th International Conference, 2015
2014
Mach. Learn., 2014
Mach. Learn., 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Methods of Moments for Learning Stochastic Languages: Unified Presentation and Empirical Comparison.
Proceedings of the 31th International Conference on Machine Learning, 2014
2013
PhD thesis, 2013
Theor. Comput. Sci., 2013
Proceedings of the Artificial Intelligence Research and Development, 2013
2012
Proceedings of the Eleventh International Conference on Grammatical Inference, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the EACL 2012, 2012
2011
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
2010
Proceedings of the Grammatical Inference: Theoretical Results and Applications, 2010
Proceedings of the Algorithmic Learning Theory, 21st International Conference, 2010
2008
IEEE Trans. Instrum. Meas., 2008