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ORCIDBibTeX records: Borja Balle
@article{DBLP:journals/corr/abs-2402-06137,
author = {Jonathan Lebensold and
Doina Precup and
Borja Balle},
title = {On the Privacy of Selection Mechanisms with Gaussian Noise},
journal = {CoRR},
volume = {abs/2402.06137},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06137},
doi = {10.48550/ARXIV.2402.06137},
eprinttype = {arXiv},
eprint = {2402.06137},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06137.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Balle0G23,
author = {Borja Balle and
James Bell and
Adri{\`{a}} Gasc{\'{o}}n},
editor = {Weizhi Meng and
Christian Damsgaard Jensen and
Cas Cremers and
Engin Kirda},
title = {Amplification by Shuffling without Shuffling},
booktitle = {Proceedings of the 2023 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2023, Copenhagen, Denmark, November
26-30, 2023},
pages = {2292--2305},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3576915.3623215},
doi = {10.1145/3576915.3623215},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Balle0G23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HayesBM23,
author = {Jamie Hayes and
Borja Balle and
Saeed Mahloujifar},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Bounding training data reconstruction in {DP-SGD}},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/f8928b073ccbec15d35f2a9d39430bfd-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HayesBM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ShamsabadiHBW23,
author = {Ali Shahin Shamsabadi and
Jamie Hayes and
Borja Balle and
Adrian Weller},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Mnemonist: Locating Model Parameters that Memorize Training Examples},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1879--1888},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/shahin-shamsabadi23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/uai/ShamsabadiHBW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/NasrH0BTJCT23,
author = {Milad Nasr and
Jamie Hayes and
Thomas Steinke and
Borja Balle and
Florian Tram{\`{e}}r and
Matthew Jagielski and
Nicholas Carlini and
Andreas Terzis},
editor = {Joseph A. Calandrino and
Carmela Troncoso},
title = {Tight Auditing of Differentially Private Machine Learning},
booktitle = {32nd {USENIX} Security Symposium, {USENIX} Security 2023, Anaheim,
CA, USA, August 9-11, 2023},
pages = {1631--1648},
publisher = {{USENIX} Association},
year = {2023},
url = {https://www.usenix.org/conference/usenixsecurity23/presentation/nasr},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uss/NasrH0BTJCT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/CarliniHNJSTBIW23,
author = {Nicholas Carlini and
Jamie Hayes and
Milad Nasr and
Matthew Jagielski and
Vikash Sehwag and
Florian Tram{\`{e}}r and
Borja Balle and
Daphne Ippolito and
Eric Wallace},
editor = {Joseph A. Calandrino and
Carmela Troncoso},
title = {Extracting Training Data from Diffusion Models},
booktitle = {32nd {USENIX} Security Symposium, {USENIX} Security 2023, Anaheim,
CA, USA, August 9-11, 2023},
pages = {5253--5270},
publisher = {{USENIX} Association},
year = {2023},
url = {https://www.usenix.org/conference/usenixsecurity23/presentation/carlini},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uss/CarliniHNJSTBIW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-06167,
author = {David W. Archer and
Borja de Balle Pigem and
Dan Bogdanov and
Mark Craddock and
Adri{\`{a}} Gasc{\'{o}}n and
Ronald Jansen and
Matjaz Jug and
Kim Laine and
Robert McLellan and
Olga Ohrimenko and
Mariana Raykova and
Andrew Trask and
Simon Wardley},
title = {{UN} Handbook on Privacy-Preserving Computation Techniques},
journal = {CoRR},
volume = {abs/2301.06167},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.06167},
doi = {10.48550/ARXIV.2301.06167},
eprinttype = {arXiv},
eprint = {2301.06167},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-06167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-13188,
author = {Nicholas Carlini and
Jamie Hayes and
Milad Nasr and
Matthew Jagielski and
Vikash Sehwag and
Florian Tram{\`{e}}r and
Borja Balle and
Daphne Ippolito and
Eric Wallace},
title = {Extracting Training Data from Diffusion Models},
journal = {CoRR},
volume = {abs/2301.13188},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.13188},
doi = {10.48550/ARXIV.2301.13188},
eprinttype = {arXiv},
eprint = {2301.13188},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-13188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-07225,
author = {Jamie Hayes and
Saeed Mahloujifar and
Borja Balle},
title = {Bounding Training Data Reconstruction in {DP-SGD}},
journal = {CoRR},
volume = {abs/2302.07225},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.07225},
doi = {10.48550/ARXIV.2302.07225},
eprinttype = {arXiv},
eprint = {2302.07225},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-07225.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-07956,
author = {Milad Nasr and
Jamie Hayes and
Thomas Steinke and
Borja Balle and
Florian Tram{\`{e}}r and
Matthew Jagielski and
Nicholas Carlini and
Andreas Terzis},
title = {Tight Auditing of Differentially Private Machine Learning},
journal = {CoRR},
volume = {abs/2302.07956},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.07956},
doi = {10.48550/ARXIV.2302.07956},
eprinttype = {arXiv},
eprint = {2302.07956},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-07956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-13861,
author = {Sahra Ghalebikesabi and
Leonard Berrada and
Sven Gowal and
Ira Ktena and
Robert Stanforth and
Jamie Hayes and
Soham De and
Samuel L. Smith and
Olivia Wiles and
Borja Balle},
title = {Differentially Private Diffusion Models Generate Useful Synthetic
Images},
journal = {CoRR},
volume = {abs/2302.13861},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.13861},
doi = {10.48550/ARXIV.2302.13861},
eprinttype = {arXiv},
eprint = {2302.13861},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-13861.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10867,
author = {Borja Balle and
James Bell and
Adri{\`{a}} Gasc{\'{o}}n},
title = {Amplification by Shuffling without Shuffling},
journal = {CoRR},
volume = {abs/2305.10867},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10867},
doi = {10.48550/ARXIV.2305.10867},
eprinttype = {arXiv},
eprint = {2305.10867},
timestamp = {Thu, 25 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00135,
author = {Clara Lacroce and
Borja Balle and
Prakash Panangaden and
Guillaume Rabusseau},
title = {Optimal Approximate Minimization of One-Letter Weighted Finite Automata},
journal = {CoRR},
volume = {abs/2306.00135},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.00135},
doi = {10.48550/ARXIV.2306.00135},
eprinttype = {arXiv},
eprint = {2306.00135},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-00135.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-10888,
author = {Leonard Berrada and
Soham De and
Judy Hanwen Shen and
Jamie Hayes and
Robert Stanforth and
David Stutz and
Pushmeet Kohli and
Samuel L. Smith and
Borja Balle},
title = {Unlocking Accuracy and Fairness in Differentially Private Image Classification},
journal = {CoRR},
volume = {abs/2308.10888},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.10888},
doi = {10.48550/ARXIV.2308.10888},
eprinttype = {arXiv},
eprint = {2308.10888},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-10888.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iandc/BalleGP22,
author = {Borja Balle and
Pascale Gourdeau and
Prakash Panangaden},
title = {Bisimulation metrics and norms for real-weighted automata},
journal = {Inf. Comput.},
volume = {282},
pages = {104649},
year = {2022},
url = {https://doi.org/10.1016/j.ic.2020.104649},
doi = {10.1016/J.IC.2020.104649},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iandc/BalleGP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iandc/BalleR22,
author = {Borja Balle and
Guillaume Rabusseau},
title = {Approximate minimization of weighted tree automata},
journal = {Inf. Comput.},
volume = {282},
pages = {104654},
year = {2022},
url = {https://doi.org/10.1016/j.ic.2020.104654},
doi = {10.1016/J.IC.2020.104654},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iandc/BalleR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/WeidingerURGHMG22,
author = {Laura Weidinger and
Jonathan Uesato and
Maribeth Rauh and
Conor Griffin and
Po{-}Sen Huang and
John Mellor and
Amelia Glaese and
Myra Cheng and
Borja Balle and
Atoosa Kasirzadeh and
Courtney Biles and
Sasha Brown and
Zac Kenton and
Will Hawkins and
Tom Stepleton and
Abeba Birhane and
Lisa Anne Hendricks and
Laura Rimell and
William Isaac and
Julia Haas and
Sean Legassick and
Geoffrey Irving and
Iason Gabriel},
title = {Taxonomy of Risks posed by Language Models},
booktitle = {FAccT '22: 2022 {ACM} Conference on Fairness, Accountability, and
Transparency, Seoul, Republic of Korea, June 21 - 24, 2022},
pages = {214--229},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3531146.3533088},
doi = {10.1145/3531146.3533088},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/WeidingerURGHMG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sp/BalleCH22,
author = {Borja Balle and
Giovanni Cherubin and
Jamie Hayes},
title = {Reconstructing Training Data with Informed Adversaries},
booktitle = {43rd {IEEE} Symposium on Security and Privacy, {SP} 2022, San Francisco,
CA, USA, May 22-26, 2022},
pages = {1138--1156},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SP46214.2022.9833677},
doi = {10.1109/SP46214.2022.9833677},
timestamp = {Thu, 21 Sep 2023 15:57:27 +0200},
biburl = {https://dblp.org/rec/conf/sp/BalleCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-02265,
author = {Jamie Hayes and
Borja Balle and
M. Pawan Kumar},
title = {Learning to be adversarially robust and differentially private},
journal = {CoRR},
volume = {abs/2201.02265},
year = {2022},
url = {https://arxiv.org/abs/2201.02265},
eprinttype = {arXiv},
eprint = {2201.02265},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-02265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-04845,
author = {Borja Balle and
Giovanni Cherubin and
Jamie Hayes},
title = {Reconstructing Training Data with Informed Adversaries},
journal = {CoRR},
volume = {abs/2201.04845},
year = {2022},
url = {https://arxiv.org/abs/2201.04845},
eprinttype = {arXiv},
eprint = {2201.04845},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-04845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-13650,
author = {Soham De and
Leonard Berrada and
Jamie Hayes and
Samuel L. Smith and
Borja Balle},
title = {Unlocking High-Accuracy Differentially Private Image Classification
through Scale},
journal = {CoRR},
volume = {abs/2204.13650},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.13650},
doi = {10.48550/ARXIV.2204.13650},
eprinttype = {arXiv},
eprint = {2204.13650},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-13650.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalp/BalleLPPR21,
author = {Borja Balle and
Clara Lacroce and
Prakash Panangaden and
Doina Precup and
Guillaume Rabusseau},
editor = {Nikhil Bansal and
Emanuela Merelli and
James Worrell},
title = {Optimal Spectral-Norm Approximate Minimization of Weighted Finite
Automata},
booktitle = {48th International Colloquium on Automata, Languages, and Programming,
{ICALP} 2021, July 12-16, 2021, Glasgow, Scotland (Virtual Conference)},
series = {LIPIcs},
volume = {198},
pages = {118:1--118:20},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2021},
url = {https://doi.org/10.4230/LIPIcs.ICALP.2021.118},
doi = {10.4230/LIPICS.ICALP.2021.118},
timestamp = {Tue, 15 Feb 2022 07:54:27 +0100},
biburl = {https://dblp.org/rec/conf/icalp/BalleLPPR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06860,
author = {Borja Balle and
Clara Lacroce and
Prakash Panangaden and
Doina Precup and
Guillaume Rabusseau},
title = {Optimal Spectral-Norm Approximate Minimization of Weighted Finite
Automata},
journal = {CoRR},
volume = {abs/2102.06860},
year = {2021},
url = {https://arxiv.org/abs/2102.06860},
eprinttype = {arXiv},
eprint = {2102.06860},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-06860.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-04359,
author = {Laura Weidinger and
John Mellor and
Maribeth Rauh and
Conor Griffin and
Jonathan Uesato and
Po{-}Sen Huang and
Myra Cheng and
Mia Glaese and
Borja Balle and
Atoosa Kasirzadeh and
Zac Kenton and
Sasha Brown and
Will Hawkins and
Tom Stepleton and
Courtney Biles and
Abeba Birhane and
Julia Haas and
Laura Rimell and
Lisa Anne Hendricks and
William Isaac and
Sean Legassick and
Geoffrey Irving and
Iason Gabriel},
title = {Ethical and social risks of harm from Language Models},
journal = {CoRR},
volume = {abs/2112.04359},
year = {2021},
url = {https://arxiv.org/abs/2112.04359},
eprinttype = {arXiv},
eprint = {2112.04359},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-04359.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/combinatorics/Addario-BerryBP20,
author = {Louigi Addario{-}Berry and
Borja Balle and
Guillem Perarnau},
title = {Diameter and Stationary Distribution of Random {\textdollar}r{\textdollar}-Out
Digraphs},
journal = {Electron. J. Comb.},
volume = {27},
number = {3},
pages = {3},
year = {2020},
url = {https://doi.org/10.37236/9485},
doi = {10.37236/9485},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/combinatorics/Addario-BerryBP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpc/BalleBG20,
author = {Borja Balle and
Gilles Barthe and
Marco Gaboardi},
title = {Privacy Profiles and Amplification by Subsampling},
journal = {J. Priv. Confidentiality},
volume = {10},
number = {1},
year = {2020},
url = {https://doi.org/10.29012/jpc.726},
doi = {10.29012/JPC.726},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jpc/BalleBG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpc/WangBK20,
author = {Yu{-}Xiang Wang and
Borja Balle and
Shiva Prasad Kasiviswanathan},
title = {Subsampled R{\'{e}}nyi Differential Privacy and Analytical Moments
Accountant},
journal = {J. Priv. Confidentiality},
volume = {10},
number = {2},
year = {2020},
url = {https://doi.org/10.29012/jpc.723},
doi = {10.29012/JPC.723},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jpc/WangBK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/popets/SchoppmannVGB20,
author = {Phillipp Schoppmann and
Lennart Vogelsang and
Adri{\`{a}} Gasc{\'{o}}n and
Borja Balle},
title = {Secure and Scalable Document Similarity on Distributed Databases:
Differential Privacy to the Rescue},
journal = {Proc. Priv. Enhancing Technol.},
volume = {2020},
number = {2},
pages = {209--229},
year = {2020},
url = {https://doi.org/10.2478/popets-2020-0024},
doi = {10.2478/POPETS-2020-0024},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/popets/SchoppmannVGB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/popets/AventGDPB20,
author = {Brendan Avent and
Javier Gonz{\'{a}}lez and
Tom Diethe and
Andrei Paleyes and
Borja Balle},
title = {Automatic Discovery of Privacy-Utility Pareto Fronts},
journal = {Proc. Priv. Enhancing Technol.},
volume = {2020},
number = {4},
pages = {5--23},
year = {2020},
url = {https://doi.org/10.2478/popets-2020-0060},
doi = {10.2478/POPETS-2020-0060},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/popets/AventGDPB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KarimiBBV20,
author = {Amir{-}Hossein Karimi and
Gilles Barthe and
Borja Balle and
Isabel Valera},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Model-Agnostic Counterfactual Explanations for Consequential Decisions},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {895--905},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/karimi20a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KarimiBBV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BalleBGHS20,
author = {Borja Balle and
Gilles Barthe and
Marco Gaboardi and
Justin Hsu and
Tetsuya Sato},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Hypothesis Testing Interpretations and Renyi Differential Privacy},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {2496--2506},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/balle20a.html},
timestamp = {Mon, 11 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BalleBGHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HusainBCN20,
author = {Hisham Husain and
Borja Balle and
Zac Cranko and
Richard Nock},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Local Differential Privacy for Sampling},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {3404--3413},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/husain20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HusainBCN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BalleBGN20,
author = {Borja Balle and
James Bell and
Adri{\`{a}} Gasc{\'{o}}n and
Kobbi Nissim},
editor = {Jay Ligatti and
Xinming Ou and
Jonathan Katz and
Giovanni Vigna},
title = {Private Summation in the Multi-Message Shuffle Model},
booktitle = {{CCS} '20: 2020 {ACM} {SIGSAC} Conference on Computer and Communications
Security, Virtual Event, USA, November 9-13, 2020},
pages = {657--676},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3372297.3417242},
doi = {10.1145/3372297.3417242},
timestamp = {Tue, 10 Nov 2020 19:56:39 +0100},
biburl = {https://dblp.org/rec/conf/ccs/BalleBGN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DvijothamHBKQGX20,
author = {Krishnamurthy (Dj) Dvijotham and
Jamie Hayes and
Borja Balle and
J. Zico Kolter and
Chongli Qin and
Andr{\'{a}}s Gy{\"{o}}rgy and
Kai Xiao and
Sven Gowal and
Pushmeet Kohli},
title = {A Framework for robustness Certification of Smoothed Classifiers using
F-Divergences},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SJlKrkSFPH},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/DvijothamHBKQGX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VietriBKW20,
author = {Giuseppe Vietri and
Borja Balle and
Akshay Krishnamurthy and
Zhiwei Steven Wu},
title = {Private Reinforcement Learning with {PAC} and Regret Guarantees},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9754--9764},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/vietri20a.html},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VietriBKW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BalleKMTT20,
author = {Borja Balle and
Peter Kairouz and
Brendan McMahan and
Om Dipakbhai Thakkar and
Abhradeep Thakurta},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Privacy Amplification via Random Check-Ins},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/313f422ac583444ba6045cd122653b0e-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BalleKMTT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/FeyisetanBDD20a,
author = {Oluwaseyi Feyisetan and
Borja Balle and
Tom Diethe and
Thomas Drake},
editor = {Oluwaseyi Feyisetan and
Sepideh Ghanavati and
Oleg Rokhlenko and
Patricia Thaine},
title = {Calibrating Mechanisms for Privacy Preserving Text Analysis},
booktitle = {Proceedings of the PrivateNLP 2020: Workshop on Privacy in Natural
Language Processing - Colocated with {WSDM} 2020, Houston, USA, Feb
7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2573},
pages = {8--11},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2573/PrivateNLP\_InvitedTalk2.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:20 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/FeyisetanBDD20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/FeyisetanB20,
author = {Oluwaseyi Feyisetan and
Borja Balle},
editor = {Oluwaseyi Feyisetan and
Sepideh Ghanavati and
Oleg Rokhlenko and
Patricia Thaine},
title = {Privacy-Preserving Textual Analysis via Calibrated Perturbations},
booktitle = {Proceedings of the PrivateNLP 2020: Workshop on Privacy in Natural
Language Processing - Colocated with {WSDM} 2020, Houston, USA, Feb
7, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2573},
pages = {41--42},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2573/PrivateNLP\_Poster3.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/FeyisetanB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/FeyisetanBDD20,
author = {Oluwaseyi Feyisetan and
Borja Balle and
Thomas Drake and
Tom Diethe},
editor = {James Caverlee and
Xia (Ben) Hu and
Mounia Lalmas and
Wei Wang},
title = {Privacy- and Utility-Preserving Textual Analysis via Calibrated Multivariate
Perturbations},
booktitle = {{WSDM} '20: The Thirteenth {ACM} International Conference on Web Search
and Data Mining, Houston, TX, USA, February 3-7, 2020},
pages = {178--186},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3336191.3371856},
doi = {10.1145/3336191.3371856},
timestamp = {Fri, 24 Jan 2020 11:22:16 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/FeyisetanBDD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-00817,
author = {Borja Balle and
James Bell and
Adri{\`{a}} Gasc{\'{o}}n and
Kobbi Nissim},
title = {Private Summation in the Multi-Message Shuffle Model},
journal = {CoRR},
volume = {abs/2002.00817},
year = {2020},
url = {https://arxiv.org/abs/2002.00817},
eprinttype = {arXiv},
eprint = {2002.00817},
timestamp = {Thu, 05 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-00817.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-06605,
author = {Borja Balle and
Peter Kairouz and
H. Brendan McMahan and
Om Thakkar and
Abhradeep Thakurta},
title = {Privacy Amplification via Random Check-Ins},
journal = {CoRR},
volume = {abs/2007.06605},
year = {2020},
url = {https://arxiv.org/abs/2007.06605},
eprinttype = {arXiv},
eprint = {2007.06605},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-06605.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-09052,
author = {Giuseppe Vietri and
Borja Balle and
Akshay Krishnamurthy and
Zhiwei Steven Wu},
title = {Private Reinforcement Learning with {PAC} and Regret Guarantees},
journal = {CoRR},
volume = {abs/2009.09052},
year = {2020},
url = {https://arxiv.org/abs/2009.09052},
eprinttype = {arXiv},
eprint = {2009.09052},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-09052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mscs/BallePP19,
author = {Borja Balle and
Prakash Panangaden and
Doina Precup},
title = {Singular value automata and approximate minimization},
journal = {Math. Struct. Comput. Sci.},
volume = {29},
number = {9},
pages = {1444--1478},
year = {2019},
url = {https://doi.org/10.1017/S0960129519000094},
doi = {10.1017/S0960129519000094},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mscs/BallePP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangBK19,
author = {Yu{-}Xiang Wang and
Borja Balle and
Shiva Prasad Kasiviswanathan},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Subsampled Renyi Differential Privacy and Analytical Moments Accountant},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {1226--1235},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/wang19b.html},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangBK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BalleGO0ST19,
author = {Borja Balle and
Adri{\`{a}} Gasc{\'{o}}n and
Olya Ohrimenko and
Mariana Raykova and
Phillipp Schoppmann and
Carmela Troncoso},
editor = {Lorenzo Cavallaro and
Johannes Kinder and
XiaoFeng Wang and
Jonathan Katz},
title = {{PPML} '19: Privacy Preserving Machine Learning},
booktitle = {Proceedings of the 2019 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2019, London, UK, November 11-15, 2019},
pages = {2717--2718},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3319535.3353562},
doi = {10.1145/3319535.3353562},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/BalleGO0ST19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crypto/BalleBGN19,
author = {Borja Balle and
James Bell and
Adri{\`{a}} Gasc{\'{o}}n and
Kobbi Nissim},
editor = {Alexandra Boldyreva and
Daniele Micciancio},
title = {The Privacy Blanket of the Shuffle Model},
booktitle = {Advances in Cryptology - {CRYPTO} 2019 - 39th Annual International
Cryptology Conference, Santa Barbara, CA, USA, August 18-22, 2019,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11693},
pages = {638--667},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-26951-7\_22},
doi = {10.1007/978-3-030-26951-7\_22},
timestamp = {Thu, 05 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/crypto/BalleBGN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BalleBGG19,
author = {Borja Balle and
Gilles Barthe and
Marco Gaboardi and
Joseph Geumlek},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Privacy Amplification by Mixing and Diffusion Mechanisms},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {13277--13287},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/c4c42505a03f2e969b4c0a97ee9b34e7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BalleBGG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-02837,
author = {Borja Balle and
James Bell and
Adri{\`{a}} Gasc{\'{o}}n and
Kobbi Nissim},
title = {The Privacy Blanket of the Shuffle Model},
journal = {CoRR},
volume = {abs/1903.02837},
year = {2019},
url = {http://arxiv.org/abs/1903.02837},
eprinttype = {arXiv},
eprint = {1903.02837},
timestamp = {Thu, 05 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-02837.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-05202,
author = {Tom Diethe and
Tom Borchert and
Eno Thereska and
Borja Balle and
Neil Lawrence},
title = {Continual Learning in Practice},
journal = {CoRR},
volume = {abs/1903.05202},
year = {2019},
url = {http://arxiv.org/abs/1903.05202},
eprinttype = {arXiv},
eprint = {1903.05202},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-05202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-11112,
author = {Oluwaseyi Feyisetan and
Thomas Drake and
Borja Balle and
Tom Diethe},
title = {Privacy-preserving Active Learning on Sensitive Data for User Intent
Classification},
journal = {CoRR},
volume = {abs/1903.11112},
year = {2019},
url = {http://arxiv.org/abs/1903.11112},
eprinttype = {arXiv},
eprint = {1903.11112},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-11112.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-09982,
author = {Borja Balle and
Gilles Barthe and
Marco Gaboardi and
Justin Hsu and
Tetsuya Sato},
title = {Hypothesis Testing Interpretations and Renyi Differential Privacy},
journal = {CoRR},
volume = {abs/1905.09982},
year = {2019},
url = {http://arxiv.org/abs/1905.09982},
eprinttype = {arXiv},
eprint = {1905.09982},
timestamp = {Mon, 11 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-09982.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10862,
author = {Brendan Avent and
Javier Gonz{\'{a}}lez and
Tom Diethe and
Andrei Paleyes and
Borja Balle},
title = {Automatic Discovery of Privacy-Utility Pareto Fronts},
journal = {CoRR},
volume = {abs/1905.10862},
year = {2019},
url = {http://arxiv.org/abs/1905.10862},
eprinttype = {arXiv},
eprint = {1905.10862},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10862.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11190,
author = {Amir{-}Hossein Karimi and
Gilles Barthe and
Borja Balle and
Isabel Valera},
title = {Model-Agnostic Counterfactual Explanations for Consequential Decisions},
journal = {CoRR},
volume = {abs/1905.11190},
year = {2019},
url = {http://arxiv.org/abs/1905.11190},
eprinttype = {arXiv},
eprint = {1905.11190},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12264,
author = {Borja Balle and
Gilles Barthe and
Marco Gaboardi and
Joseph Geumlek},
title = {Privacy Amplification by Mixing and Diffusion Mechanisms},
journal = {CoRR},
volume = {abs/1905.12264},
year = {2019},
url = {http://arxiv.org/abs/1905.12264},
eprinttype = {arXiv},
eprint = {1905.12264},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12264.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-09116,
author = {Borja Balle and
James Bell and
Adri{\`{a}} Gasc{\'{o}}n and
Kobbi Nissim},
title = {Differentially Private Summation with Multi-Message Shuffling},
journal = {CoRR},
volume = {abs/1906.09116},
year = {2019},
url = {http://arxiv.org/abs/1906.09116},
eprinttype = {arXiv},
eprint = {1906.09116},
timestamp = {Thu, 05 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-09116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-11225,
author = {Borja Balle and
James Bell and
Adri{\`{a}} Gasc{\'{o}}n and
Kobbi Nissim},
title = {Improved Summation from Shuffling},
journal = {CoRR},
volume = {abs/1909.11225},
year = {2019},
url = {http://arxiv.org/abs/1909.11225},
eprinttype = {arXiv},
eprint = {1909.11225},
timestamp = {Thu, 05 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-11225.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05876,
author = {Jonathan Lebensold and
William L. Hamilton and
Borja Balle and
Doina Precup},
title = {Actor Critic with Differentially Private Critic},
journal = {CoRR},
volume = {abs/1910.05876},
year = {2019},
url = {http://arxiv.org/abs/1910.05876},
eprinttype = {arXiv},
eprint = {1910.05876},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-05876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-08902,
author = {Oluwaseyi Feyisetan and
Borja Balle and
Thomas Drake and
Tom Diethe},
title = {Privacy- and Utility-Preserving Textual Analysis via Calibrated Multivariate
Perturbations},
journal = {CoRR},
volume = {abs/1910.08902},
year = {2019},
url = {http://arxiv.org/abs/1910.08902},
eprinttype = {arXiv},
eprint = {1910.08902},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-08902.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/BalleM18,
author = {Borja Balle and
Mehryar Mohri},
title = {Generalization bounds for learning weighted automata},
journal = {Theor. Comput. Sci.},
volume = {716},
pages = {89--106},
year = {2018},
url = {https://doi.org/10.1016/j.tcs.2017.11.023},
doi = {10.1016/J.TCS.2017.11.023},
timestamp = {Tue, 13 Mar 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/BalleM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GrinbergALBP18,
author = {Yuri Grinberg and
Hossein Aboutalebi and
Melanie Lyman{-}Abramovitch and
Borja Balle and
Doina Precup},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Learning Predictive State Representations From Non-Uniform Sampling},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3061--3068},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11744},
doi = {10.1609/AAAI.V32I1.11744},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GrinbergALBP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalleW18,
author = {Borja Balle and
Yu{-}Xiang Wang},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Improving the Gaussian Mechanism for Differential Privacy: Analytical
Calibration and Optimal Denoising},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {403--412},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/balle18a.html},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalleW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BalleBG18,
author = {Borja Balle and
Gilles Barthe and
Marco Gaboardi},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Privacy Amplification by Subsampling: Tight Analyses via Couplings
and Divergences},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {6280--6290},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/3b5020bb891119b9f5130f1fea9bd773-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BalleBG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-06530,
author = {Borja Balle and
Yu{-}Xiang Wang},
title = {Improving the Gaussian Mechanism for Differential Privacy: Analytical
Calibration and Optimal Denoising},
journal = {CoRR},
volume = {abs/1805.06530},
year = {2018},
url = {http://arxiv.org/abs/1805.06530},
eprinttype = {arXiv},
eprint = {1805.06530},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-06530.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-01647,
author = {Borja Balle and
Gilles Barthe and
Marco Gaboardi},
title = {Privacy Amplification by Subsampling: Tight Analyses via Couplings
and Divergences},
journal = {CoRR},
volume = {abs/1807.01647},
year = {2018},
url = {http://arxiv.org/abs/1807.01647},
eprinttype = {arXiv},
eprint = {1807.01647},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-01647.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-00087,
author = {Yu{-}Xiang Wang and
Borja Balle and
Shiva Prasad Kasiviswanathan},
title = {Subsampled R{\'{e}}nyi Differential Privacy and Analytical Moments
Accountant},
journal = {CoRR},
volume = {abs/1808.00087},
year = {2018},
url = {http://arxiv.org/abs/1808.00087},
eprinttype = {arXiv},
eprint = {1808.00087},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-00087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-07468,
author = {Matteo Ruffini and
Guillaume Rabusseau and
Borja Balle},
title = {Hierarchical Methods of Moments},
journal = {CoRR},
volume = {abs/1810.07468},
year = {2018},
url = {http://arxiv.org/abs/1810.07468},
eprinttype = {arXiv},
eprint = {1810.07468},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-07468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/SchoppmannGB18,
author = {Phillipp Schoppmann and
Adri{\`{a}} Gasc{\'{o}}n and
Borja Balle},
title = {Private Nearest Neighbors Classification in Federated Databases},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {289},
year = {2018},
url = {https://eprint.iacr.org/2018/289},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/SchoppmannGB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/popets/GasconSB0DZE17,
author = {Adri{\`{a}} Gasc{\'{o}}n and
Phillipp Schoppmann and
Borja Balle and
Mariana Raykova and
Jack Doerner and
Samee Zahur and
David Evans},
title = {Privacy-Preserving Distributed Linear Regression on High-Dimensional
Data},
journal = {Proc. Priv. Enhancing Technol.},
volume = {2017},
number = {4},
pages = {345--364},
year = {2017},
url = {https://doi.org/10.1515/popets-2017-0053},
doi = {10.1515/POPETS-2017-0053},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/popets/GasconSB0DZE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalp/BalleGP17,
author = {Borja Balle and
Pascale Gourdeau and
Prakash Panangaden},
editor = {Ioannis Chatzigiannakis and
Piotr Indyk and
Fabian Kuhn and
Anca Muscholl},
title = {Bisimulation Metrics for Weighted Automata},
booktitle = {44th International Colloquium on Automata, Languages, and Programming,
{ICALP} 2017, July 10-14, 2017, Warsaw, Poland},
series = {LIPIcs},
volume = {80},
pages = {103:1--103:14},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2017},
url = {https://doi.org/10.4230/LIPIcs.ICALP.2017.103},
doi = {10.4230/LIPICS.ICALP.2017.103},
timestamp = {Tue, 11 Feb 2020 15:52:14 +0100},
biburl = {https://dblp.org/rec/conf/icalp/BalleGP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalleM17,
author = {Borja Balle and
Odalric{-}Ambrym Maillard},
editor = {Doina Precup and
Yee Whye Teh},
title = {Spectral Learning from a Single Trajectory under Finite-State Policies},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {361--370},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/balle17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalleM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RuffiniRB17,
author = {Matteo Ruffini and
Guillaume Rabusseau and
Borja Balle},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Hierarchical Methods of Moments},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {1901--1911},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/c44e503833b64e9f27197a484f4257c0-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/RuffiniRB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RabusseauBP17,
author = {Guillaume Rabusseau and
Borja Balle and
Joelle Pineau},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Multitask Spectral Learning of Weighted Automata},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {2588--2597},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/e655c7716a4b3ea67f48c6322fc42ed6-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RabusseauBP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BalleGP17,
author = {Borja Balle and
Pascale Gourdeau and
Prakash Panangaden},
title = {Bisimulation Metrics for Weighted Automata},
journal = {CoRR},
volume = {abs/1702.08017},
year = {2017},
url = {http://arxiv.org/abs/1702.08017},
eprinttype = {arXiv},
eprint = {1702.08017},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BalleGP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-05994,
author = {Borja Balle and
Prakash Panangaden and
Doina Precup},
title = {Singular value automata and approximate minimization},
journal = {CoRR},
volume = {abs/1711.05994},
year = {2017},
url = {http://arxiv.org/abs/1711.05994},
eprinttype = {arXiv},
eprint = {1711.05994},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-05994.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangPB16,
author = {Boyu Wang and
Joelle Pineau and
Borja Balle},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Multitask Generalized Eigenvalue Program},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {2115--2121},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10229},
doi = {10.1609/AAAI.V30I1.10229},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangPB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RabusseauBC16,
author = {Guillaume Rabusseau and
Borja Balle and
Shay B. Cohen},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Low-Rank Approximation of Weighted Tree Automata},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {839--847},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/rabusseau16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RabusseauBC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icgi/BalleELQV16,
author = {Borja Balle and
R{\'{e}}mi Eyraud and
Franco M. Luque and
Ariadna Quattoni and
Sicco Verwer},
editor = {Sicco Verwer and
Menno van Zaanen and
Rick Smetsers},
title = {Results of the Sequence PredIction ChallengE (SPiCe): a Competition
on Learning the Next Symbol in a Sequence},
booktitle = {Proceedings of the 13th International Conference on Grammatical Inference,
{ICGI} 2016, Delft, The Netherlands, October 5-7, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {57},
pages = {132--136},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v57/balle16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icgi/BalleELQV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalleGP16,
author = {Borja Balle and
Maziar Gomrokchi and
Doina Precup},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Differentially Private Policy Evaluation},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {2130--2138},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/balle16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalleGP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/ZhouBP16,
author = {Chenghui Zhou and
Borja Balle and
Joelle Pineau},
editor = {Danica Kragic and
Antonio Bicchi and
Alessandro De Luca},
title = {Learning time series models for pedestrian motion prediction},
booktitle = {2016 {IEEE} International Conference on Robotics and Automation, {ICRA}
2016, Stockholm, Sweden, May 16-21, 2016},
pages = {3323--3330},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICRA.2016.7487506},
doi = {10.1109/ICRA.2016.7487506},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icra/ZhouBP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LangerBP16,
author = {Lucas Langer and
Borja Balle and
Doina Precup},
editor = {Subbarao Kambhampati},
title = {Learning Multi-Step Predictive State Representations},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1662--1668},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/238},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LangerBP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BalleGP16,
author = {Borja Balle and
Maziar Gomrokchi and
Doina Precup},
title = {Differentially Private Policy Evaluation},
journal = {CoRR},
volume = {abs/1603.02010},
year = {2016},
url = {http://arxiv.org/abs/1603.02010},
eprinttype = {arXiv},
eprint = {1603.02010},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BalleGP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BalleM16,
author = {Borja Balle and
Mehryar Mohri},
title = {Generalization Bounds for Weighted Automata},
journal = {CoRR},
volume = {abs/1610.07883},
year = {2016},
url = {http://arxiv.org/abs/1610.07883},
eprinttype = {arXiv},
eprint = {1610.07883},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BalleM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/GasconSB0DZE16,
author = {Adri{\`{a}} Gasc{\'{o}}n and
Phillipp Schoppmann and
Borja Balle and
Mariana Raykova and
Jack Doerner and
Samee Zahur and
David Evans},
title = {Secure Linear Regression on Vertically Partitioned Datasets},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {892},
year = {2016},
url = {http://eprint.iacr.org/2016/892},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/GasconSB0DZE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/BalleM15,
author = {Borja Balle and
Mehryar Mohri},
editor = {Kamalika Chaudhuri and
Claudio Gentile and
Sandra Zilles},
title = {On the Rademacher Complexity of Weighted Automata},
booktitle = {Algorithmic Learning Theory - 26th International Conference, {ALT}
2015, Banff, AB, Canada, October 4-6, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9355},
pages = {179--193},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24486-0\_12},
doi = {10.1007/978-3-319-24486-0\_12},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/BalleM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cai/BalleM15,
author = {Borja Balle and
Mehryar Mohri},
editor = {Andreas Maletti},
title = {Learning Weighted Automata},
booktitle = {Algebraic Informatics - 6th International Conference, {CAI} 2015,
Stuttgart, Germany, September 1-4, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9270},
pages = {1--21},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23021-4\_1},
doi = {10.1007/978-3-319-23021-4\_1},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/cai/BalleM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lics/BallePP15,
author = {Borja Balle and
Prakash Panangaden and
Doina Precup},
title = {A Canonical Form for Weighted Automata and Applications to Approximate
Minimization},
booktitle = {30th Annual {ACM/IEEE} Symposium on Logic in Computer Science, {LICS}
2015, Kyoto, Japan, July 6-10, 2015},
pages = {701--712},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/LICS.2015.70},
doi = {10.1109/LICS.2015.70},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lics/BallePP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BaconBP15,
author = {Pierre{-}Luc Bacon and
Borja Balle and
Doina Precup},
editor = {Marina Meila and
Tom Heskes},
title = {Learning and Planning with Timing Information in Markov Decision Processes},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {111--120},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/papers/277.pdf},
timestamp = {Thu, 12 Mar 2020 11:31:09 +0100},
biburl = {https://dblp.org/rec/conf/uai/BaconBP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BallePP15,
author = {Borja Balle and
Prakash Panangaden and
Doina Precup},
title = {A Canonical Form for Weighted Automata and Applications to Approximate
Minimization},
journal = {CoRR},
volume = {abs/1501.06841},
year = {2015},
url = {http://arxiv.org/abs/1501.06841},
eprinttype = {arXiv},
eprint = {1501.06841},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BallePP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Addario-BerryBP15,
author = {Louigi Addario{-}Berry and
Borja Balle and
Guillem Perarnau},
title = {Diameter and Stationary Distribution of Random {\textdollar}r{\textdollar}-out
Digraphs},
journal = {CoRR},
volume = {abs/1504.06840},
year = {2015},
url = {http://arxiv.org/abs/1504.06840},
eprinttype = {arXiv},
eprint = {1504.06840},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Addario-BerryBP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RabusseauBC15,
author = {Guillaume Rabusseau and
Borja Balle and
Shay B. Cohen},
title = {Weighted Tree Automata Approximation by Singular Value Truncation},
journal = {CoRR},
volume = {abs/1511.01442},
year = {2015},
url = {http://arxiv.org/abs/1511.01442},
eprinttype = {arXiv},
eprint = {1511.01442},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RabusseauBC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BalleCLQ14,
author = {Borja Balle and
Xavier Carreras and
Franco M. Luque and
Ariadna Quattoni},
title = {Spectral learning of weighted automata - {A} forward-backward perspective},
journal = {Mach. Learn.},
volume = {96},
number = {1-2},
pages = {33--63},
year = {2014},
url = {https://doi.org/10.1007/s10994-013-5416-x},
doi = {10.1007/S10994-013-5416-X},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BalleCLQ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BalleCG14,
author = {Borja Balle and
Jorge Castro and
Ricard Gavald{\`{a}}},
title = {Adaptively learning probabilistic deterministic automata from data
streams},
journal = {Mach. Learn.},
volume = {96},
number = {1-2},
pages = {99--127},
year = {2014},
url = {https://doi.org/10.1007/s10994-013-5408-x},
doi = {10.1007/S10994-013-5408-X},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BalleCG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalleHP14,
author = {Borja Balle and
William L. Hamilton and
Joelle Pineau},
title = {Methods of Moments for Learning Stochastic Languages: Unified Presentation
and Empirical Comparison},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1386--1394},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/balle14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalleHP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QuattoniBCG14,
author = {Ariadna Quattoni and
Borja Balle and
Xavier Carreras and
Amir Globerson},
title = {Spectral Regularization for Max-Margin Sequence Tagging},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1710--1718},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/quattoni14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/QuattoniBCG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/es/Pigem13,
author = {Borja Balle},
title = {Learning finite-state machines: statistical and algorithmic aspects},
school = {Polytechnic University of Catalonia, Spain},
year = {2013},
url = {http://hdl.handle.net/10803/129070},
timestamp = {Wed, 16 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/es/Pigem13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/BalleCG13,
author = {Borja Balle and
Jorge Castro and
Ricard Gavald{\`{a}}},
title = {Learning probabilistic automata: {A} study in state distinguishability},
journal = {Theor. Comput. Sci.},
volume = {473},
pages = {46--60},
year = {2013},
url = {https://doi.org/10.1016/j.tcs.2012.10.009},
doi = {10.1016/J.TCS.2012.10.009},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/BalleCG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccia/BalleCCGM13,
author = {Borja Balle and
Bernardino Casas and
Alex Catarineu and
Ricard Gavald{\`{a}} and
David Manzano{-}Macho},
editor = {Karina Gibert and
Vicent J. Botti and
Ram{\'{o}}n Reig Bola{\~{n}}o},
title = {The Architecture of a Churn Prediction System Based on Stream Mining},
booktitle = {Artificial Intelligence Research and Development - Proceedings of
the 16th International Conference of the Catalan Association for Artificial
Intelligence, Vic, Catalonia, Spain, October 23-25, 2013},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {256},
pages = {157--166},
publisher = {{IOS} Press},
year = {2013},
url = {https://doi.org/10.3233/978-1-61499-320-9-157},
doi = {10.3233/978-1-61499-320-9-157},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccia/BalleCCGM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Balle13,
author = {Borja Balle},
title = {Ergodicity of Random Walks on Random {DFA}},
journal = {CoRR},
volume = {abs/1311.6830},
year = {2013},
url = {http://arxiv.org/abs/1311.6830},
eprinttype = {arXiv},
eprint = {1311.6830},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Balle13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/LuqueQBC12,
author = {Franco M. Luque and
Ariadna Quattoni and
Borja Balle and
Xavier Carreras},
editor = {Walter Daelemans and
Mirella Lapata and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Spectral Learning for Non-Deterministic Dependency Parsing},
booktitle = {{EACL} 2012, 13th Conference of the European Chapter of the Association
for Computational Linguistics, Avignon, France, April 23-27, 2012},
pages = {409--419},
publisher = {The Association for Computer Linguistics},
year = {2012},
url = {https://aclanthology.org/E12-1042/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/LuqueQBC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalleQC12,
author = {Borja Balle and
Ariadna Quattoni and
Xavier Carreras},
title = {Local Loss Optimization in Operator Models: {A} New Insight into Spectral
Learning},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/922.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalleQC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BalleM12,
author = {Borja Balle and
Mehryar Mohri},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Spectral Learning of General Weighted Automata via Constrained Matrix
Completion},
booktitle = {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, Lake Tahoe, Nevada, United States},
pages = {2168--2176},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/700fdb2ba62d4554dc268c65add4b16e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BalleM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/BalleCG12,
author = {Borja Balle and
Jorge Castro and
Ricard Gavald{\`{a}}},
editor = {Jeffrey Heinz and
Colin de la Higuera and
Tim Oates},
title = {Bootstrapping and Learning {PDFA} in Data Streams},
booktitle = {Proceedings of the Eleventh International Conference on Grammatical
Inference, {ICGI} 2012, University of Maryland, College Park, USA,
September 5-8, 2012},
series = {{JMLR} Proceedings},
volume = {21},
pages = {34--48},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v21/balle12a.html},
timestamp = {Sun, 16 Oct 2022 14:19:56 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BalleCG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BalleQC11,
author = {Borja Balle and
Ariadna Quattoni and
Xavier Carreras},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {A Spectral Learning Algorithm for Finite State Transducers},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6911},
pages = {156--171},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23780-5\_20},
doi = {10.1007/978-3-642-23780-5\_20},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BalleQC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/BalleCG10,
author = {Borja Balle and
Jorge Castro and
Ricard Gavald{\`{a}}},
editor = {Marcus Hutter and
Frank Stephan and
Vladimir Vovk and
Thomas Zeugmann},
title = {A Lower Bound for Learning Distributions Generated by Probabilistic
Automata},
booktitle = {Algorithmic Learning Theory, 21st International Conference, {ALT}
2010, Canberra, Australia, October 6-8, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6331},
pages = {179--193},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-16108-7\_17},
doi = {10.1007/978-3-642-16108-7\_17},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/alt/BalleCG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icgi/BalleCG10,
author = {Borja Balle and
Jorge Castro and
Ricard Gavald{\`{a}}},
editor = {Jos{\'{e}} M. Sempere and
Pedro Garc{\'{\i}}a},
title = {Learning {PDFA} with Asynchronous Transitions},
booktitle = {Grammatical Inference: Theoretical Results and Applications, 10th
International Colloquium, {ICGI} 2010, Valencia, Spain, September
13-16, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6339},
pages = {271--275},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15488-1\_24},
doi = {10.1007/978-3-642-15488-1\_24},
timestamp = {Wed, 13 Jan 2021 14:02:25 +0100},
biburl = {https://dblp.org/rec/conf/icgi/BalleCG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tim/FuertesBV08,
author = {Josep M. Fuertes and
Borja Balle and
Enric Ventura},
title = {Absolute-Type Shaft Encoding Using {LFSR} Sequences With a Prescribed
Length},
journal = {{IEEE} Trans. Instrum. Meas.},
volume = {57},
number = {5},
pages = {915--922},
year = {2008},
url = {https://doi.org/10.1109/TIM.2007.913811},
doi = {10.1109/TIM.2007.913811},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tim/FuertesBV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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