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Borja Balle
Borja Balle
DeepMind
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Privacy-Preserving Distributed Linear Regression on High-Dimensional Data.
A Gascón, P Schoppmann, B Balle, M Raykova, J Doerner, S Zahur, ...
Proc. Priv. Enhancing Technol. 2017 (4), 345-364, 2017
231*2017
Subsampled rényi differential privacy and analytical moments accountant
YX Wang, B Balle, SP Kasiviswanathan
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
1852019
Improving the gaussian mechanism for differential privacy: Analytical calibration and optimal denoising
B Balle, YX Wang
International Conference on Machine Learning, 394-403, 2018
1852018
Privacy amplification by subsampling: Tight analyses via couplings and divergences
B Balle, G Barthe, M Gaboardi
Advances in Neural Information Processing Systems 31, 2018
1552018
The privacy blanket of the shuffle model
B Balle, J Bell, A Gascón, K Nissim
Annual International Cryptology Conference, 638-667, 2019
1492019
Model-agnostic counterfactual explanations for consequential decisions
AH Karimi, G Barthe, B Balle, I Valera
International Conference on Artificial Intelligence and Statistics, 895-905, 2020
1352020
Spectral learning of weighted automata
B Balle, X Carreras, FM Luque, A Quattoni
Machine learning 96 (1), 33-63, 2014
872014
Spectral learning of general weighted automata via constrained matrix completion
B Balle, M Mohri
Advances in neural information processing systems 25, 2012
662012
A spectral learning algorithm for finite state transducers
B Balle, A Quattoni, X Carreras
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011
562011
Private summation in the multi-message shuffle model
B Balle, J Bell, A Gascón, K Nissim
Proceedings of the 2020 ACM SIGSAC Conference on Computer and Communications …, 2020
522020
Methods of Moments for Learning Stochastic Languages: Unified Presentation and Empirical Comparison
B Balle, WL Hamilton, J Pineau
ICML, 2014
502014
Ethical and social risks of harm from language models
L Weidinger, J Mellor, M Rauh, C Griffin, J Uesato, PS Huang, M Cheng, ...
arXiv preprint arXiv:2112.04359, 2021
492021
Local loss optimization in operator models: A new insight into spectral learning
B Balle, A Quattoni, X Carreras
arXiv preprint arXiv:1206.6393, 2012
482012
Learning weighted automata
B Balle, M Mohri
International Conference on Algebraic Informatics, 1-21, 2015
472015
Spectral learning for non-deterministic dependency parsing
FM Luque, A Quattoni, B Balle, X Carreras
Proceedings of the 13th Conference of the European Chapter of the …, 2012
452012
Continual learning in practice
T Diethe, T Borchert, E Thereska, B Balle, N Lawrence
arXiv preprint arXiv:1903.05202, 2019
402019
Differentially private summation with multi-message shuffling
B Balle, J Bell, A Gascon, K Nissim
arXiv preprint arXiv:1906.09116, 2019
382019
Hypothesis testing interpretations and renyi differential privacy
B Balle, G Barthe, M Gaboardi, J Hsu, T Sato
International Conference on Artificial Intelligence and Statistics, 2496-2506, 2020
322020
Privacy-and utility-preserving textual analysis via calibrated multivariate perturbations
O Feyisetan, B Balle, T Drake, T Diethe
Proceedings of the 13th International Conference on Web Search and Data …, 2020
302020
Privacy amplification via random check-ins
B Balle, P Kairouz, B McMahan, O Thakkar, A Guha Thakurta
Advances in Neural Information Processing Systems 33, 4623-4634, 2020
302020
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