Borja Balle
Borja Balle
Amazon Research
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Spectral learning of general weighted automata via constrained matrix completion
B Balle, M Mohri
Advances in neural information processing systems, 2159-2167, 2012
Spectral learning of weighted automata
B Balle, X Carreras, FM Luque, A Quattoni
Machine learning 96 (1-2), 33-63, 2014
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
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
Local loss optimization in operator models: A new insight into spectral learning
B Balle, A Quattoni, X Carreras
arXiv preprint arXiv:1206.6393, 2012
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
Methods of Moments for Learning Stochastic Languages: Unified Presentation and Empirical Comparison
B Balle, WL Hamilton, J Pineau
ICML, 2014
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
Learning weighted automata
B Balle, M Mohri
International Conference on Algebraic Informatics, 1-21, 2015
Learning finite-state machines: algorithmic and statistical aspects
B Balle
Universitat Politcnica de Catalunya, 2013
Subsampled R\'enyi Differential Privacy and Analytical Moments Accountant
YX Wang, B Balle, S Kasiviswanathan
arXiv preprint arXiv:1808.00087, 2018
Spectral Regularization for Max-Margin Sequence Tagging
A Quattoni, B Balle, X Carreras, A Globerson
ICML, 2014
Improving the gaussian mechanism for differential privacy: Analytical calibration and optimal denoising
B Balle, YX Wang
arXiv preprint arXiv:1805.06530, 2018
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
Learning probabilistic automata: A study in state distinguishability
B Balle, J Castro, R Gavaldà
Theoretical Computer Science 473, 46-60, 2013
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
Bootstrapping and Learning PDFA in Data Streams.
B Balle, J Castro, R Gavaldà
Journal of Machine Learning Research-Proceedings Track 21, 34-48, 2012
Results of the Sequence PredIction ChallengE (SPiCe): a Competition on Learning the Next Symbol in a Sequence.
B Balle, R Eyraud, FM Luque, A Quattoni, S Verwer
ICGI, 132-136, 2016
Diameter and Stationary Distribution of Random -out Digraphs
L Addario-Berry, B Balle, G Perarnau
arXiv preprint arXiv:1504.06840, 2015
An algorithm to design prescribed length codes for single-tracked shaft encoders
B Balle, E Ventura, JM Fuertes
2009 IEEE International Conference on Mechatronics, 1-6, 2009
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