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, ...
Proceedings on Privacy Enhancing Technologies 2017 (4), 345-364, 2017
118*2017
Spectral learning of weighted automata
B Balle, X Carreras, FM Luque, A Quattoni
Machine learning 96 (1-2), 33-63, 2014
752014
Subsampled Rényi differential privacy and analytical moments accountant
YX Wang, B Balle, SP Kasiviswanathan
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
682019
Improving the gaussian mechanism for differential privacy: Analytical calibration and optimal denoising
B Balle, YX Wang
arXiv preprint arXiv:1805.06530, 2018
672018
Spectral learning of general weighted automata via constrained matrix completion
B Balle, M Mohri
Advances in neural information processing systems, 2159-2167, 2012
652012
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
552011
Privacy amplification by subsampling: Tight analyses via couplings and divergences
B Balle, G Barthe, M Gaboardi
Advances in Neural Information Processing Systems, 6277-6287, 2018
502018
The privacy blanket of the shuffle model
B Balle, J Bell, A Gascón, K Nissim
Annual International Cryptology Conference, 638-667, 2019
482019
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
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
442012
Methods of Moments for Learning Stochastic Languages: Unified Presentation and Empirical Comparison
B Balle, WL Hamilton, J Pineau
ICML, 2014
432014
Learning weighted automata
B Balle, M Mohri
International Conference on Algebraic Informatics, 1-21, 2015
292015
Absolute-type shaft encoding using LFSR sequences with a prescribed length
JM Fuertes, B Balle, E Ventura
IEEE Transactions on Instrumentation and Measurement 57 (5), 915-922, 2008
232008
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
222020
A canonical form for weighted automata and applications to approximate minimization
B Balle, P Panangaden, D Precup
2015 30th Annual ACM/IEEE Symposium on Logic in Computer Science, 701-712, 2015
202015
Spectral Regularization for Max-Margin Sequence Tagging
A Quattoni, B Balle, X Carreras, A Globerson
ICML, 2014
202014
Learning finite-state machines: algorithmic and statistical aspects
B Balle
Universitat Politcnica de Catalunya, 2013
192013
Differentially private policy evaluation
B Balle, M Gomrokchi, D Precup
International Conference on Machine Learning, 2130-2138, 2016
152016
Learning probabilistic automata: A study in state distinguishability
B Balle, J Castro, R Gavaldà
Theoretical Computer Science 473, 46-60, 2013
152013
Differentially private summation with multi-message shuffling
B Balle, J Bell, A Gascon, K Nissim
arXiv preprint arXiv:1906.09116, 2019
142019
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