@article{DBLP:journals/ml/MiyaguchiY18,
author = {Kohei Miyaguchi and
Kenji Yamanishi},
title = {High-dimensional penalty selection via minimum description length
principle},
journal = {Machine Learning},
volume = {107},
number = {8-10},
pages = {1283--1302},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5732-2},
doi = {10.1007/s10994-018-5732-2},
timestamp = {Sat, 11 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/bib/journals/ml/MiyaguchiY18},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-09904,
author = {Kohei Miyaguchi and
Kenji Yamanishi},
title = {High-dimensional Penalty Selection via Minimum Description Length
Principle},
journal = {CoRR},
volume = {abs/1804.09904},
year = {2018},
url = {http://arxiv.org/abs/1804.09904},
archivePrefix = {arXiv},
eprint = {1804.09904},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/bib/journals/corr/abs-1804-09904},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-03825,
author = {Kohei Miyaguchi and
Kenji Yamanishi},
title = {Adaptive Minimax Regret against Smooth Logarithmic Losses over High-Dimensional
{\(\epsilon\)}\({}_{\mbox{1}}\)-Balls via Envelope Complexity},
journal = {CoRR},
volume = {abs/1810.03825},
year = {2018},
url = {http://arxiv.org/abs/1810.03825},
archivePrefix = {arXiv},
eprint = {1810.03825},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/bib/journals/corr/abs-1810-03825},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/MiyaguchiY17,
author = {Kohei Miyaguchi and
Kenji Yamanishi},
title = {Online detection of continuous changes in stochastic processes},
journal = {I. J. Data Science and Analytics},
volume = {3},
number = {3},
pages = {213--229},
year = {2017},
url = {https://doi.org/10.1007/s41060-017-0045-2},
doi = {10.1007/s41060-017-0045-2},
timestamp = {Thu, 28 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/bib/journals/ijdsa/MiyaguchiY17},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/KanekoMY17,
author = {Ryoya Kaneko and
Kohei Miyaguchi and
Kenji Yamanishi},
title = {Detecting changes in streaming data with information-theoretic windowing},
booktitle = {2017 {IEEE} International Conference on Big Data, BigData 2017, Boston,
MA, USA, December 11-14, 2017},
pages = {646--655},
year = {2017},
crossref = {DBLP:conf/bigdataconf/2017},
url = {https://doi.org/10.1109/BigData.2017.8257980},
doi = {10.1109/BigData.2017.8257980},
timestamp = {Wed, 22 Aug 2018 16:09:19 +0200},
biburl = {https://dblp.org/rec/bib/conf/bigdataconf/KanekoMY17},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MiyaguchiMY17,
author = {Kohei Miyaguchi and
Shin Matsushima and
Kenji Yamanishi},
title = {Sparse Graphical Modeling via Stochastic Complexity},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017.},
pages = {723--731},
year = {2017},
crossref = {DBLP:conf/sdm/2017},
url = {https://doi.org/10.1137/1.9781611974973.81},
doi = {10.1137/1.9781611974973.81},
timestamp = {Wed, 16 Aug 2017 16:05:35 +0200},
biburl = {https://dblp.org/rec/bib/conf/sdm/MiyaguchiMY17},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-01861,
author = {Kohei Miyaguchi},
title = {Normalized Maximum Likelihood with Luckiness for Multivariate Normal
Distributions},
journal = {CoRR},
volume = {abs/1708.01861},
year = {2017},
url = {http://arxiv.org/abs/1708.01861},
archivePrefix = {arXiv},
eprint = {1708.01861},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/bib/journals/corr/abs-1708-01861},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/YamanishiM16,
author = {Kenji Yamanishi and
Kohei Miyaguchi},
title = {Detecting gradual changes from data stream using MDL-change statistics},
booktitle = {2016 {IEEE} International Conference on Big Data, BigData 2016, Washington
DC, USA, December 5-8, 2016},
pages = {156--163},
year = {2016},
crossref = {DBLP:conf/bigdataconf/2016},
url = {https://doi.org/10.1109/BigData.2016.7840601},
doi = {10.1109/BigData.2016.7840601},
timestamp = {Thu, 20 Jul 2017 12:20:57 +0200},
biburl = {https://dblp.org/rec/bib/conf/bigdataconf/YamanishiM16},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SuzukiMY16,
author = {Atsushi Suzuki and
Kohei Miyaguchi and
Kenji Yamanishi},
title = {Structure Selection for Convolutive Non-negative Matrix Factorization
Using Normalized Maximum Likelihood Coding},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {1221--1226},
year = {2016},
crossref = {DBLP:conf/icdm/2016},
url = {https://doi.org/10.1109/ICDM.2016.0163},
doi = {10.1109/ICDM.2016.0163},
timestamp = {Mon, 11 Feb 2019 17:32:48 +0100},
biburl = {https://dblp.org/rec/bib/conf/icdm/SuzukiMY16},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MiyaguchiY15,
author = {Kohei Miyaguchi and
Kenji Yamanishi},
title = {On-line detection of continuous changes in stochastic processes},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--9},
year = {2015},
crossref = {DBLP:conf/dsaa/2015},
url = {https://doi.org/10.1109/DSAA.2015.7344783},
doi = {10.1109/DSAA.2015.7344783},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/bib/conf/dsaa/MiyaguchiY15},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bigdataconf/2017,
editor = {Jian{-}Yun Nie and
Zoran Obradovic and
Toyotaro Suzumura and
Rumi Ghosh and
Raghunath Nambiar and
Chonggang Wang and
Hui Zang and
Ricardo A. Baeza{-}Yates and
Xiaohua Hu and
Jeremy Kepner and
Alfredo Cuzzocrea and
Jian Tang and
Masashi Toyoda},
title = {2017 {IEEE} International Conference on Big Data, BigData 2017, Boston,
MA, USA, December 11-14, 2017},
publisher = {{IEEE}},
year = {2017},
url = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8241556},
isbn = {978-1-5386-2715-0},
timestamp = {Wed, 22 Aug 2018 16:09:19 +0200},
biburl = {https://dblp.org/rec/bib/conf/bigdataconf/2017},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2017,
editor = {Nitesh Chawla and
Wei Wang},
title = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973},
doi = {10.1137/1.9781611974973},
isbn = {978-1-61197-497-3},
timestamp = {Wed, 16 Aug 2017 16:05:35 +0200},
biburl = {https://dblp.org/rec/bib/conf/sdm/2017},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bigdataconf/2016,
editor = {James Joshi and
George Karypis and
Ling Liu and
Xiaohua Hu and
Ronay Ak and
Yinglong Xia and
Weijia Xu and
Aki{-}Hiro Sato and
Sudarsan Rachuri and
Lyle H. Ungar and
Philip S. Yu and
Rama Govindaraju and
Toyotaro Suzumura},
title = {2016 {IEEE} International Conference on Big Data, BigData 2016, Washington
DC, USA, December 5-8, 2016},
publisher = {{IEEE}},
year = {2016},
url = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=7818133},
isbn = {978-1-4673-9005-7},
timestamp = {Thu, 20 Jul 2017 12:20:57 +0200},
biburl = {https://dblp.org/rec/bib/conf/bigdataconf/2016},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2016,
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo A. Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=7837023},
timestamp = {Mon, 11 Feb 2019 17:32:48 +0100},
biburl = {https://dblp.org/rec/bib/conf/icdm/2016},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2015,
title = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
publisher = {{IEEE}},
year = {2015},
url = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=7344768},
isbn = {978-1-4673-8272-4},
timestamp = {Wed, 16 Dec 2015 16:47:39 +0100},
biburl = {https://dblp.org/rec/bib/conf/dsaa/2015},
bibsource = {dblp computer science bibliography, https://dblp.org}
}