BibTeX records: Arno Solin

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@article{DBLP:journals/corr/abs-1901-11436,
  author    = {William J. Wilkinson and
               Michael Riis Andersen and
               Joshua D. Reiss and
               Dan Stowell and
               Arno Solin},
  title     = {End-to-End Probabilistic Inference for Nonstationary Audio Analysis},
  journal   = {CoRR},
  volume    = {abs/1901.11436},
  year      = {2019},
  url       = {http://arxiv.org/abs/1901.11436},
  archivePrefix = {arXiv},
  eprint    = {1901.11436},
  timestamp = {Mon, 04 Feb 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1901-11436},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/trob/SolinKWSS18,
  author    = {Arno Solin and
               Manon Kok and
               Niklas Wahlstrom and
               Thomas B. Sch{\"{o}}n and
               Simo S{\"{a}}rkk{\"{a}}},
  title     = {Modeling and Interpolation of the Ambient Magnetic Field by Gaussian
               Processes},
  journal   = {{IEEE} Trans. Robotics},
  volume    = {34},
  number    = {4},
  pages     = {1112--1127},
  year      = {2018},
  url       = {https://doi.org/10.1109/TRO.2018.2830326},
  doi       = {10.1109/TRO.2018.2830326},
  timestamp = {Thu, 13 Sep 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/trob/SolinKWSS18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ReinaSRK18,
  author    = {Santiago Cort{\'{e}}s Reina and
               Arno Solin and
               Esa Rahtu and
               Juho Kannala},
  title     = {{ADVIO:} An Authentic Dataset for Visual-Inertial Odometry},
  booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
               Germany, September 8-14, 2018, Proceedings, Part {X}},
  pages     = {425--440},
  year      = {2018},
  crossref  = {DBLP:conf/eccv/2018-10},
  url       = {https://doi.org/10.1007/978-3-030-01249-6\_26},
  doi       = {10.1007/978-3-030-01249-6\_26},
  timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/eccv/ReinaSRK18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/SolinCRK18,
  author    = {Arno Solin and
               Santiago Cort{\'{e}}s Reina and
               Esa Rahtu and
               Juho Kannala},
  title     = {Inertial Odometry on Handheld Smartphones},
  booktitle = {21st International Conference on Information Fusion, {FUSION} 2018,
               Cambridge, UK, July 10-13, 2018},
  pages     = {1--5},
  year      = {2018},
  crossref  = {DBLP:conf/fusion/2018},
  url       = {https://doi.org/10.23919/ICIF.2018.8455482},
  doi       = {10.23919/ICIF.2018.8455482},
  timestamp = {Tue, 11 Sep 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/fusion/SolinCRK18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/ReinaSK18,
  author    = {Santiago Cort{\'{e}}s Reina and
               Arno Solin and
               Juho Kannala},
  title     = {Robust Gyroscope-Aided Camera Self-Calibration},
  booktitle = {21st International Conference on Information Fusion, {FUSION} 2018,
               Cambridge, UK, July 10-13, 2018},
  pages     = {772--779},
  year      = {2018},
  crossref  = {DBLP:conf/fusion/2018},
  url       = {https://doi.org/10.23919/ICIF.2018.8455353},
  doi       = {10.23919/ICIF.2018.8455353},
  timestamp = {Mon, 10 Sep 2018 08:44:43 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/fusion/ReinaSK18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/KokS18,
  author    = {Manon Kok and
               Arno Solin},
  title     = {Scalable Magnetic Field {SLAM} in 3D Using Gaussian Process Maps},
  booktitle = {21st International Conference on Information Fusion, {FUSION} 2018,
               Cambridge, UK, July 10-13, 2018},
  pages     = {1353--1360},
  year      = {2018},
  crossref  = {DBLP:conf/fusion/2018},
  url       = {https://doi.org/10.23919/ICIF.2018.8455789},
  doi       = {10.23919/ICIF.2018.8455789},
  timestamp = {Mon, 10 Sep 2018 08:44:43 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/fusion/KokS18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NickischSG18,
  author    = {Hannes Nickisch and
               Arno Solin and
               Alexander Grigorevskiy},
  title     = {State Space Gaussian Processes with Non-Gaussian Likelihood},
  booktitle = {Proceedings of the 35th International Conference on Machine Learning,
               {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
               10-15, 2018},
  pages     = {3786--3795},
  year      = {2018},
  crossref  = {DBLP:conf/icml/2018},
  url       = {http://proceedings.mlr.press/v80/nickisch18a.html},
  timestamp = {Fri, 13 Jul 2018 14:57:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/NickischSG18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ReinaSK18,
  author    = {Santiago Cort{\'{e}}s Reina and
               Arno Solin and
               Juho Kannala},
  title     = {Deep Learning based Speed estimation for Constraining Strapdown inertial
               Navigation on Smartphones},
  booktitle = {28th {IEEE} International Workshop on Machine Learning for Signal
               Processing, {MLSP} 2018, Aalborg, Denmark, September 17-20, 2018},
  pages     = {1--6},
  year      = {2018},
  crossref  = {DBLP:conf/mlsp/2018},
  url       = {https://doi.org/10.1109/MLSP.2018.8516710},
  doi       = {10.1109/MLSP.2018.8516710},
  timestamp = {Tue, 06 Nov 2018 13:51:51 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/mlsp/ReinaSK18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SolinHT18,
  author    = {Arno Solin and
               James Hensman and
               Richard E. Turner},
  title     = {Infinite-Horizon Gaussian Processes},
  booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
               on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December
               2018, Montr{\'{e}}al, Canada.},
  pages     = {3490--3499},
  year      = {2018},
  crossref  = {DBLP:conf/nips/2018},
  url       = {http://papers.nips.cc/paper/7608-infinite-horizon-gaussian-processes},
  timestamp = {Sun, 16 Dec 2018 17:30:05 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/SolinHT18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/SolinCRK18,
  author    = {Arno Solin and
               Santiago Cort{\'{e}}s Reina and
               Esa Rahtu and
               Juho Kannala},
  title     = {{PIVO:} Probabilistic Inertial-Visual Odometry for Occlusion-Robust
               Navigation},
  booktitle = {2018 {IEEE} Winter Conference on Applications of Computer Vision,
               {WACV} 2018, Lake Tahoe, NV, USA, March 12-15, 2018},
  pages     = {616--625},
  year      = {2018},
  crossref  = {DBLP:conf/wacv/2018},
  url       = {https://doi.org/10.1109/WACV.2018.00073},
  doi       = {10.1109/WACV.2018.00073},
  timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/wacv/SolinCRK18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/MalmiGS18,
  author    = {Eric Malmi and
               Aristides Gionis and
               Arno Solin},
  title     = {Computationally Inferred Genealogical Networks Uncover Long-Term Trends
               in Assortative Mating},
  booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
               {WWW} 2018, Lyon, France, April 23-27, 2018},
  pages     = {883--892},
  year      = {2018},
  crossref  = {DBLP:conf/www/2018},
  url       = {https://doi.org/10.1145/3178876.3186136},
  doi       = {10.1145/3178876.3186136},
  timestamp = {Wed, 21 Nov 2018 12:44:11 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/www/MalmiGS18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-05023,
  author    = {Ari Heljakka and
               Arno Solin and
               Juho Kannala},
  title     = {Recursive Chaining of Reversible Image-to-image Translators For Face
               Aging},
  journal   = {CoRR},
  volume    = {abs/1802.05023},
  year      = {2018},
  url       = {http://arxiv.org/abs/1802.05023},
  archivePrefix = {arXiv},
  eprint    = {1802.05023},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1802-05023},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06055,
  author    = {Eric Malmi and
               Aristides Gionis and
               Arno Solin},
  title     = {Computationally Inferred Genealogical Networks Uncover Long-Term Trends
               in Assortative Mating},
  journal   = {CoRR},
  volume    = {abs/1802.06055},
  year      = {2018},
  url       = {http://arxiv.org/abs/1802.06055},
  archivePrefix = {arXiv},
  eprint    = {1802.06055},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1802-06055},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-01926,
  author    = {Manon Kok and
               Arno Solin},
  title     = {Scalable Magnetic Field {SLAM} in 3D Using Gaussian Process Maps},
  journal   = {CoRR},
  volume    = {abs/1804.01926},
  year      = {2018},
  url       = {http://arxiv.org/abs/1804.01926},
  archivePrefix = {arXiv},
  eprint    = {1804.01926},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1804-01926},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-12506,
  author    = {Santiago Cort{\'{e}}s Reina and
               Arno Solin and
               Juho Kannala},
  title     = {Robust Gyroscope-Aided Camera Self-Calibration},
  journal   = {CoRR},
  volume    = {abs/1805.12506},
  year      = {2018},
  url       = {http://arxiv.org/abs/1805.12506},
  archivePrefix = {arXiv},
  eprint    = {1805.12506},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1805-12506},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03026,
  author    = {Ari Heljakka and
               Arno Solin and
               Juho Kannala},
  title     = {Pioneer Networks: Progressively Growing Generative Autoencoder},
  journal   = {CoRR},
  volume    = {abs/1807.03026},
  year      = {2018},
  url       = {http://arxiv.org/abs/1807.03026},
  archivePrefix = {arXiv},
  eprint    = {1807.03026},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1807-03026},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-09828,
  author    = {Santiago Cort{\'{e}}s Reina and
               Arno Solin and
               Esa Rahtu and
               Juho Kannala},
  title     = {{ADVIO:} An authentic dataset for visual-inertial odometry},
  journal   = {CoRR},
  volume    = {abs/1807.09828},
  year      = {2018},
  url       = {http://arxiv.org/abs/1807.09828},
  archivePrefix = {arXiv},
  eprint    = {1807.09828},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1807-09828},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-03485,
  author    = {Santiago Cort{\'{e}}s Reina and
               Arno Solin and
               Juho Kannala},
  title     = {Deep Learning Based Speed Estimation for Constraining Strapdown Inertial
               Navigation on Smartphones},
  journal   = {CoRR},
  volume    = {abs/1808.03485},
  year      = {2018},
  url       = {http://arxiv.org/abs/1808.03485},
  archivePrefix = {arXiv},
  eprint    = {1808.03485},
  timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1808-03485},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-02489,
  author    = {William J. Wilkinson and
               Michael Riis Andersen and
               Joshua D. Reiss and
               Dan Stowell and
               Arno Solin},
  title     = {Unifying Probabilistic Models for Time-Frequency Analysis},
  journal   = {CoRR},
  volume    = {abs/1811.02489},
  year      = {2018},
  url       = {http://arxiv.org/abs/1811.02489},
  archivePrefix = {arXiv},
  eprint    = {1811.02489},
  timestamp = {Mon, 26 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1811-02489},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06588,
  author    = {Arno Solin and
               James Hensman and
               Richard E. Turner},
  title     = {Infinite-Horizon Gaussian Processes},
  journal   = {CoRR},
  volume    = {abs/1811.06588},
  year      = {2018},
  url       = {http://arxiv.org/abs/1811.06588},
  archivePrefix = {arXiv},
  eprint    = {1811.06588},
  timestamp = {Sun, 25 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1811-06588},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HensmanDS17,
  author    = {James Hensman and
               Nicolas Durrande and
               Arno Solin},
  title     = {Variational Fourier Features for Gaussian Processes},
  journal   = {Journal of Machine Learning Research},
  volume    = {18},
  pages     = {151:1--151:52},
  year      = {2017},
  url       = {http://jmlr.org/papers/v18/16-579.html},
  timestamp = {Mon, 30 Jul 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/jmlr/HensmanDS17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SolinCRK17,
  author    = {Arno Solin and
               Santiago Cort{\'{e}}s Reina and
               Esa Rahtu and
               Juho Kannala},
  title     = {Inertial Odometry on Handheld Smartphones},
  journal   = {CoRR},
  volume    = {abs/1703.00154},
  year      = {2017},
  url       = {http://arxiv.org/abs/1703.00154},
  archivePrefix = {arXiv},
  eprint    = {1703.00154},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/SolinCRK17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-00894,
  author    = {Arno Solin and
               Santiago Cort{\'{e}}s Reina and
               Esa Rahtu and
               Juho Kannala},
  title     = {{PIVO:} Probabilistic Inertial-Visual Odometry for Occlusion-Robust
               Navigation},
  journal   = {CoRR},
  volume    = {abs/1708.00894},
  year      = {2017},
  url       = {http://arxiv.org/abs/1708.00894},
  archivePrefix = {arXiv},
  eprint    = {1708.00894},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1708-00894},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SvenssonSSS16,
  author    = {Andreas Svensson and
               Arno Solin and
               Simo S{\"{a}}rkk{\"{a}} and
               Thomas B. Sch{\"{o}}n},
  title     = {Computationally Efficient Bayesian Learning of Gaussian Process State
               Space Models},
  booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
               and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
  pages     = {213--221},
  year      = {2016},
  crossref  = {DBLP:conf/aistats/2016},
  url       = {http://jmlr.org/proceedings/papers/v51/svensson16.html},
  timestamp = {Tue, 02 Aug 2016 20:16:08 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/SvenssonSSS16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SolinS15,
  author    = {Arno Solin and
               Simo S{\"{a}}rkk{\"{a}}},
  title     = {State Space Methods for Efficient Inference in Student-t Process Regression},
  booktitle = {Proceedings of the Eighteenth International Conference on Artificial
               Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
               USA, May 9-12, 2015},
  year      = {2015},
  crossref  = {DBLP:conf/aistats/2015},
  url       = {http://jmlr.org/proceedings/papers/v38/solin15.html},
  timestamp = {Tue, 12 Jul 2016 21:51:16 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/SolinS15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/SvenssonSSS15,
  author    = {Andreas Svensson and
               Thomas B. Sch{\"{o}}n and
               Arno Solin and
               Simo S{\"{a}}rkk{\"{a}}},
  title     = {Nonlinear state space model identification using a regularized basis
               function expansion},
  booktitle = {6th {IEEE} International Workshop on Computational Advances in Multi-Sensor
               Adaptive Processing, {CAMSAP} 2015, Cancun, Mexico, December 13-16,
               2015},
  pages     = {481--484},
  year      = {2015},
  crossref  = {DBLP:conf/camsap/2015},
  url       = {https://doi.org/10.1109/CAMSAP.2015.7383841},
  doi       = {10.1109/CAMSAP.2015.7383841},
  timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/camsap/SvenssonSSS15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MalmiSG15,
  author    = {Eric Malmi and
               Arno Solin and
               Aristides Gionis},
  title     = {The Blind Leading the Blind: Network-Based Location Estimation Under
               Uncertainty},
  booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
               {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
               Part {II}},
  pages     = {406--421},
  year      = {2015},
  crossref  = {DBLP:conf/pkdd/2015-2},
  url       = {https://doi.org/10.1007/978-3-319-23525-7\_25},
  doi       = {10.1007/978-3-319-23525-7\_25},
  timestamp = {Wed, 14 Nov 2018 10:56:29 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/pkdd/MalmiSG15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SolinKWSS15,
  author    = {Arno Solin and
               Manon Kok and
               Niklas Wahlstr{\"{o}}m and
               Thomas B. Sch{\"{o}}n and
               Simo S{\"{a}}rkk{\"{a}}},
  title     = {Modeling and interpolation of the ambient magnetic field by Gaussian
               processes},
  journal   = {CoRR},
  volume    = {abs/1509.04634},
  year      = {2015},
  url       = {http://arxiv.org/abs/1509.04634},
  archivePrefix = {arXiv},
  eprint    = {1509.04634},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/SolinKWSS15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SvenssonSSS15,
  author    = {Andreas Svensson and
               Thomas B. Sch{\"{o}}n and
               Arno Solin and
               Simo S{\"{a}}rkk{\"{a}}},
  title     = {Nonlinear State Space Model Identification Using a Regularized Basis
               Function Expansion},
  journal   = {CoRR},
  volume    = {abs/1510.00563},
  year      = {2015},
  url       = {http://arxiv.org/abs/1510.00563},
  archivePrefix = {arXiv},
  eprint    = {1510.00563},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/SvenssonSSS15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SolinS14,
  author    = {Arno Solin and
               Simo S{\"{a}}rkk{\"{a}}},
  title     = {Explicit Link Between Periodic Covariance Functions and State Space
               Models},
  booktitle = {Proceedings of the Seventeenth International Conference on Artificial
               Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
               22-25, 2014},
  pages     = {904--912},
  year      = {2014},
  crossref  = {DBLP:conf/aistats/2014},
  url       = {http://jmlr.org/proceedings/papers/v33/solin14.html},
  timestamp = {Tue, 12 Jul 2016 21:51:16 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/SolinS14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/KokkalaSS14,
  author    = {Juho Kokkala and
               Arno Solin and
               Simo S{\"{a}}rkk{\"{a}}},
  title     = {Expectation maximization based parameter estimation by sigma-point
               and particle smoothing},
  booktitle = {17th International Conference on Information Fusion, {FUSION} 2014,
               Salamanca, Spain, July 7-10, 2014},
  pages     = {1--8},
  year      = {2014},
  crossref  = {DBLP:conf/fusion/2014},
  url       = {http://ieeexplore.ieee.org/document/6916073/},
  timestamp = {Sun, 30 Apr 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/fusion/KokkalaSS14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SolinS14,
  author    = {Arno Solin and
               Simo S{\"{a}}rkk{\"{a}}},
  title     = {Gaussian quadratures for state space approximation of scale mixtures
               of squared exponential covariance functions},
  booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
               {MLSP} 2014, Reims, France, September 21-24, 2014},
  pages     = {1--6},
  year      = {2014},
  crossref  = {DBLP:conf/mlsp/2014},
  url       = {https://doi.org/10.1109/MLSP.2014.6958899},
  doi       = {10.1109/MLSP.2014.6958899},
  timestamp = {Tue, 23 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/mlsp/SolinS14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SolinS14a,
  author    = {Arno Solin and
               Simo S{\"{a}}rkk{\"{a}}},
  title     = {The 10th annual {MLSP} competition: First place},
  booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
               {MLSP} 2014, Reims, France, September 21-24, 2014},
  pages     = {1--3},
  year      = {2014},
  crossref  = {DBLP:conf/mlsp/2014},
  url       = {https://doi.org/10.1109/MLSP.2014.6958886},
  doi       = {10.1109/MLSP.2014.6958886},
  timestamp = {Tue, 23 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/mlsp/SolinS14a},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/SarkkaSH13,
  author    = {Simo S{\"{a}}rkk{\"{a}} and
               Arno Solin and
               Jouni Hartikainen},
  title     = {Spatiotemporal Learning via Infinite-Dimensional Bayesian Filtering
               and Smoothing: {A} Look at Gaussian Process Regression Through Kalman
               Filtering},
  journal   = {{IEEE} Signal Process. Mag.},
  volume    = {30},
  number    = {4},
  pages     = {51--61},
  year      = {2013},
  url       = {https://doi.org/10.1109/MSP.2013.2246292},
  doi       = {10.1109/MSP.2013.2246292},
  timestamp = {Fri, 26 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/spm/SarkkaSH13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scia/SarkkaS13,
  author    = {Simo S{\"{a}}rkk{\"{a}} and
               Arno Solin},
  title     = {Continuous-Space Gaussian Process Regression and Generalized Wiener
               Filtering with Application to Learning Curves},
  booktitle = {Image Analysis, 18th Scandinavian Conference, {SCIA} 2013, Espoo,
               Finland, June 17-20, 2013. Proceedings},
  pages     = {172--181},
  year      = {2013},
  crossref  = {DBLP:conf/scia/2013},
  url       = {https://doi.org/10.1007/978-3-642-38886-6\_17},
  doi       = {10.1007/978-3-642-38886-6\_17},
  timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/scia/SarkkaS13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/SarkkaSNVAVL12,
  author    = {Simo S{\"{a}}rkk{\"{a}} and
               Arno Solin and
               Aapo Nummenmaa and
               Aki Vehtari and
               Toni Auranen and
               Simo Vanni and
               Fa{-}Hsuan Lin},
  title     = {Dynamic retrospective filtering of physiological noise in {BOLD} fMRI:
               {DRIFTER}},
  journal   = {NeuroImage},
  volume    = {60},
  number    = {2},
  pages     = {1517--1527},
  year      = {2012},
  url       = {https://doi.org/10.1016/j.neuroimage.2012.01.067},
  doi       = {10.1016/j.neuroimage.2012.01.067},
  timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/neuroimage/SarkkaSNVAVL12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/eccv/2018-10,
  editor    = {Vittorio Ferrari and
               Martial Hebert and
               Cristian Sminchisescu and
               Yair Weiss},
  title     = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
               Germany, September 8-14, 2018, Proceedings, Part {X}},
  series    = {Lecture Notes in Computer Science},
  volume    = {11214},
  publisher = {Springer},
  year      = {2018},
  url       = {https://doi.org/10.1007/978-3-030-01249-6},
  doi       = {10.1007/978-3-030-01249-6},
  isbn      = {978-3-030-01248-9},
  timestamp = {Mon, 08 Oct 2018 17:08:06 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/eccv/2018-10},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/fusion/2018,
  title     = {21st International Conference on Information Fusion, {FUSION} 2018,
               Cambridge, UK, July 10-13, 2018},
  publisher = {{IEEE}},
  year      = {2018},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8442112},
  isbn      = {978-0-9964527-6-2},
  timestamp = {Mon, 10 Sep 2018 08:44:43 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/fusion/2018},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2018,
  editor    = {Jennifer G. Dy and
               Andreas Krause},
  title     = {Proceedings of the 35th International Conference on Machine Learning,
               {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
               10-15, 2018},
  series    = {{JMLR} Workshop and Conference Proceedings},
  volume    = {80},
  publisher = {JMLR.org},
  year      = {2018},
  url       = {http://proceedings.mlr.press/v80/},
  timestamp = {Fri, 13 Jul 2018 14:57:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/2018},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mlsp/2018,
  title     = {28th {IEEE} International Workshop on Machine Learning for Signal
               Processing, {MLSP} 2018, Aalborg, Denmark, September 17-20, 2018},
  publisher = {{IEEE}},
  year      = {2018},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8482103},
  isbn      = {978-1-5386-5477-4},
  timestamp = {Tue, 06 Nov 2018 13:51:51 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/mlsp/2018},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2018,
  editor    = {Samy Bengio and
               Hanna M. Wallach and
               Hugo Larochelle and
               Kristen Grauman and
               Nicol{\`{o}} Cesa{-}Bianchi and
               Roman Garnett},
  title     = {Advances in Neural Information Processing Systems 31: Annual Conference
               on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December
               2018, Montr{\'{e}}al, Canada},
  year      = {2018},
  url       = {http://papers.nips.cc/book/advances-in-neural-information-processing-systems-31-2018},
  timestamp = {Sun, 16 Dec 2018 17:30:05 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2018},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/wacv/2018,
  title     = {2018 {IEEE} Winter Conference on Applications of Computer Vision,
               {WACV} 2018, Lake Tahoe, NV, USA, March 12-15, 2018},
  publisher = {{IEEE} Computer Society},
  year      = {2018},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8345804},
  isbn      = {978-1-5386-4886-5},
  timestamp = {Tue, 08 May 2018 12:28:12 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/wacv/2018},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/www/2018,
  editor    = {Pierre{-}Antoine Champin and
               Fabien L. Gandon and
               Mounia Lalmas and
               Panagiotis G. Ipeirotis},
  title     = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
               {WWW} 2018, Lyon, France, April 23-27, 2018},
  publisher = {{ACM}},
  year      = {2018},
  url       = {https://doi.org/10.1145/3178876},
  doi       = {10.1145/3178876},
  timestamp = {Wed, 21 Nov 2018 12:44:11 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/www/2018},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2016,
  editor    = {Arthur Gretton and
               Christian C. Robert},
  title     = {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},
  publisher = {JMLR.org},
  year      = {2016},
  url       = {http://jmlr.org/proceedings/papers/v51/},
  timestamp = {Tue, 02 Aug 2016 20:16:08 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/2016},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2015,
  editor    = {Guy Lebanon and
               S. V. N. Vishwanathan},
  title     = {Proceedings of the Eighteenth International Conference on Artificial
               Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
               USA, May 9-12, 2015},
  series    = {{JMLR} Workshop and Conference Proceedings},
  volume    = {38},
  publisher = {JMLR.org},
  year      = {2015},
  url       = {http://jmlr.org/proceedings/papers/v38/},
  timestamp = {Tue, 12 Jul 2016 21:51:16 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/2015},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/camsap/2015,
  title     = {6th {IEEE} International Workshop on Computational Advances in Multi-Sensor
               Adaptive Processing, {CAMSAP} 2015, Cancun, Mexico, December 13-16,
               2015},
  publisher = {{IEEE}},
  year      = {2015},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=7377772},
  isbn      = {978-1-4799-1963-5},
  timestamp = {Thu, 28 Jan 2016 12:42:51 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/camsap/2015},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2015-2,
  editor    = {Annalisa Appice and
               Pedro Pereira Rodrigues and
               V{\'{\i}}tor Santos Costa and
               Jo{\~{a}}o Gama and
               Al{\'{\i}}pio Jorge and
               Carlos Soares},
  title     = {Machine Learning and Knowledge Discovery in Databases - European Conference,
               {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
               Part {II}},
  series    = {Lecture Notes in Computer Science},
  volume    = {9285},
  publisher = {Springer},
  year      = {2015},
  url       = {https://doi.org/10.1007/978-3-319-23525-7},
  doi       = {10.1007/978-3-319-23525-7},
  isbn      = {978-3-319-23524-0},
  timestamp = {Wed, 14 Nov 2018 10:56:29 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/pkdd/2015-2},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2014,
  title     = {Proceedings of the Seventeenth International Conference on Artificial
               Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
               22-25, 2014},
  series    = {{JMLR} Workshop and Conference Proceedings},
  volume    = {33},
  publisher = {JMLR.org},
  year      = {2014},
  url       = {http://jmlr.org/proceedings/papers/v33/},
  timestamp = {Tue, 12 Jul 2016 21:51:16 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/2014},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/fusion/2014,
  title     = {17th International Conference on Information Fusion, {FUSION} 2014,
               Salamanca, Spain, July 7-10, 2014},
  publisher = {{IEEE}},
  year      = {2014},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6900113},
  timestamp = {Mon, 13 Oct 2014 17:53:53 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/fusion/2014},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mlsp/2014,
  title     = {{IEEE} International Workshop on Machine Learning for Signal Processing,
               {MLSP} 2014, Reims, France, September 21-24, 2014},
  publisher = {{IEEE}},
  year      = {2014},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6945945},
  timestamp = {Wed, 26 Nov 2014 09:50:49 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/mlsp/2014},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/scia/2013,
  editor    = {Joni{-}Kristian K{\"{a}}m{\"{a}}r{\"{a}}inen and
               Markus Koskela},
  title     = {Image Analysis, 18th Scandinavian Conference, {SCIA} 2013, Espoo,
               Finland, June 17-20, 2013. Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {7944},
  publisher = {Springer},
  year      = {2013},
  url       = {https://doi.org/10.1007/978-3-642-38886-6},
  doi       = {10.1007/978-3-642-38886-6},
  isbn      = {978-3-642-38885-9},
  timestamp = {Thu, 25 May 2017 00:42:09 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/scia/2013},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
maintained by Schloss Dagstuhl LZI, founded at University of Trier