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@inproceedings{DBLP:conf/aistats/AuddyZRM24,
author = {Arnab Auddy and
Haolin Zou and
Kamiar Rahnama Rad and
Arian Maleki},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Approximate Leave-one-out Cross Validation for Regression with {\(\mathscr{l}\)}\({}_{\mbox{1}}\)
Regularizers},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {2377--2385},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/auddy24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AuddyZRM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08151,
author = {Joshua C. Chang and
Xiangting Li and
Shixin Xu and
Hao{-}Ren Yao and
Julia Porcino and
Carson C. Chow},
title = {Gradient-flow adaptive importance sampling for Bayesian leave one
out cross-validation for sigmoidal classification models},
journal = {CoRR},
volume = {abs/2402.08151},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08151},
doi = {10.48550/ARXIV.2402.08151},
eprinttype = {arXiv},
eprint = {2402.08151},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08841,
author = {Samantha Durdy and
Michael W. Gaultois and
Vladimir V. Gusev and
Danushka Bollegala and
Matthew J. Rosseinsky},
title = {Random projections and Kernelised Leave One Cluster Out Cross-Validation:
Universal baselines and evaluation tools for supervised machine learning
for materials properties},
journal = {CoRR},
volume = {abs/2206.08841},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08841},
doi = {10.48550/ARXIV.2206.08841},
eprinttype = {arXiv},
eprint = {2206.08841},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08841.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-02478,
author = {Benny Avelin and
Lauri Viitasaari},
title = {Concentration inequalities for leave-one-out cross validation},
journal = {CoRR},
volume = {abs/2211.02478},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.02478},
doi = {10.48550/ARXIV.2211.02478},
eprinttype = {arXiv},
eprint = {2211.02478},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-02478.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cstat/BurknerGV21,
author = {Paul{-}Christian B{\"{u}}rkner and
Jonah Gabry and
Aki Vehtari},
title = {Efficient leave-one-out cross-validation for Bayesian non-factorized
normal and Student-t models},
journal = {Comput. Stat.},
volume = {36},
number = {2},
pages = {1243--1261},
year = {2021},
url = {https://doi.org/10.1007/s00180-020-01045-4},
doi = {10.1007/S00180-020-01045-4},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cstat/BurknerGV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fini/OkamotoA21,
author = {Naoki Okamoto and
Hiroyuki Akama},
title = {Extended Invariant Information Clustering Is Effective for Leave-One-Site-Out
Cross-Validation in Resting State Functional Connectivity Modeling},
journal = {Frontiers Neuroinformatics},
volume = {15},
pages = {709179},
year = {2021},
url = {https://doi.org/10.3389/fninf.2021.709179},
doi = {10.3389/FNINF.2021.709179},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fini/OkamotoA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brain/KunjanGPPFBBL21,
author = {Sajeev Kunjan and
Tyler S. Grummett and
Kenneth J. Pope and
David M. W. Powers and
Sean P. Fitzgibbon and
T. Bastiampillai and
M. Battersby and
Trent W. Lewis},
editor = {Mufti Mahmud and
M. Shamim Kaiser and
Stefano Vassanelli and
Qionghai Dai and
Ning Zhong},
title = {The Necessity of Leave One Subject Out {(LOSO)} Cross Validation for
{EEG} Disease Diagnosis},
booktitle = {Brain Informatics - 14th International Conference, {BI} 2021, Virtual
Event, September 17-19, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12960},
pages = {558--567},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86993-9\_50},
doi = {10.1007/978-3-030-86993-9\_50},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/brain/KunjanGPPFBBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itcc2/MorozovAMTK21,
author = {Alexey Morozov and
Brian Angulo and
Vadim Mottl and
Alexander Tatarchuk and
Olga Krasotkina},
title = {Differential Leave-One-Out Cross-Validation for Feature Selection
in Generalized Linear Dependence Models},
booktitle = {{ITCC} 2021: 3rd International Conference on Information Technology
and Computer Communications, Guangzhou, China, June 23 - 25, 2021},
pages = {47--56},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3473465.3473474},
doi = {10.1145/3473465.3473474},
timestamp = {Thu, 21 Sep 2023 10:06:18 +0200},
biburl = {https://dblp.org/rec/conf/itcc2/MorozovAMTK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-11352,
author = {Yu{-}Hang Tang and
Yuanran Zhu and
Wibe A. de Jong},
title = {Detecting Label Noise via Leave-One-Out Cross-Validation},
journal = {CoRR},
volume = {abs/2103.11352},
year = {2021},
url = {https://arxiv.org/abs/2103.11352},
eprinttype = {arXiv},
eprint = {2103.11352},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-11352.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/Gholamiangonabadi20,
author = {Davoud Gholamiangonabadi and
Nikita Kiselov and
Katarina Grolinger},
title = {Deep Neural Networks for Human Activity Recognition With Wearable
Sensors: Leave-One-Subject-Out Cross-Validation for Model Selection},
journal = {{IEEE} Access},
volume = {8},
pages = {133982--133994},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3010715},
doi = {10.1109/ACCESS.2020.3010715},
timestamp = {Fri, 14 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/Gholamiangonabadi20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/StockPAWB20,
author = {Michiel Stock and
Tapio Pahikkala and
Antti Airola and
Willem Waegeman and
Bernard De Baets},
title = {Algebraic shortcuts for leave-one-out cross-validation in supervised
network inference},
journal = {Briefings Bioinform.},
volume = {21},
number = {1},
pages = {262--271},
year = {2020},
url = {https://doi.org/10.1093/bib/bby095},
doi = {10.1093/BIB/BBY095},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/StockPAWB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MagnussonVJA20,
author = {M{\aa}ns Magnusson and
Aki Vehtari and
Johan Jonasson and
Michael Riis Andersen},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Leave-One-Out Cross-Validation for Bayesian Model Comparison in Large
Data},
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 = {341--351},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/magnusson20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MagnussonVJA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RadZM20,
author = {Kamiar Rahnama Rad and
Wenda Zhou and
Arian Maleki},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Error bounds in estimating the out-of-sample prediction error using
leave-one-out cross validation in high-dimensions},
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 = {4067--4077},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/rad20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RadZM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eitce/ZhangHFC20,
author = {Bo Zhang and
Xianyuan Huang and
Long Fan and
Guobin Chang},
title = {Sparseness of the {LS-SVM} algorithm based on the leave one out cross
validation method with Multibeam data},
booktitle = {{EITCE} 2020: 4th International Conference on Electronic Information
Technology and Computer Engineering, Xiamen, China, 6 November, 2020
- 8 November, 2020},
pages = {253--257},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3443467.3443763},
doi = {10.1145/3443467.3443763},
timestamp = {Fri, 04 Aug 2023 10:04:46 +0200},
biburl = {https://dblp.org/rec/conf/eitce/ZhangHFC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01770,
author = {Kamiar Rahnama Rad and
Wenda Zhou and
Arian Maleki},
title = {Error bounds in estimating the out-of-sample prediction error using
leave-one-out cross validation in high-dimensions},
journal = {CoRR},
volume = {abs/2003.01770},
year = {2020},
url = {https://arxiv.org/abs/2003.01770},
eprinttype = {arXiv},
eprint = {2003.01770},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01770.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-10218,
author = {Ryan Burn},
title = {Optimizing Approximate Leave-one-out Cross-validation to Tune Hyperparameters},
journal = {CoRR},
volume = {abs/2011.10218},
year = {2020},
url = {https://arxiv.org/abs/2011.10218},
eprinttype = {arXiv},
eprint = {2011.10218},
timestamp = {Thu, 26 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-10218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MagnussonAJV19,
author = {M{\aa}ns Magnusson and
Michael Riis Andersen and
Johan Jonasson and
Aki Vehtari},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Bayesian leave-one-out cross-validation for large data},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {4244--4253},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/magnusson19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/MagnussonAJV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-10679,
author = {M{\aa}ns Magnusson and
Michael Riis Andersen and
Johan Jonasson and
Aki Vehtari},
title = {Bayesian leave-one-out cross-validation for large data},
journal = {CoRR},
volume = {abs/1904.10679},
year = {2019},
url = {http://arxiv.org/abs/1904.10679},
eprinttype = {arXiv},
eprint = {1904.10679},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-10679.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YangZAWQ18,
author = {Cuili Yang and
Xinxin Zhu and
Zohaib Ahmad and
Lei Wang and
Junfei Qiao},
title = {Design of Incremental Echo State Network Using Leave-One-Out Cross-Validation},
journal = {{IEEE} Access},
volume = {6},
pages = {74874--74884},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2883114},
doi = {10.1109/ACCESS.2018.2883114},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YangZAWQ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/VehtariGG17,
author = {Aki Vehtari and
Andrew Gelman and
Jonah Gabry},
title = {Practical Bayesian model evaluation using leave-one-out cross-validation
and {WAIC}},
journal = {Stat. Comput.},
volume = {27},
number = {5},
pages = {1413--1432},
year = {2017},
url = {https://doi.org/10.1007/s11222-016-9696-4},
doi = {10.1007/S11222-016-9696-4},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/VehtariGG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/VehtariGG17a,
author = {Aki Vehtari and
Andrew Gelman and
Jonah Gabry},
title = {Erratum to: Practical Bayesian model evaluation using leave-one-out
cross-validation and {WAIC}},
journal = {Stat. Comput.},
volume = {27},
number = {5},
pages = {1433},
year = {2017},
url = {https://doi.org/10.1007/s11222-016-9709-3},
doi = {10.1007/S11222-016-9709-3},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/VehtariGG17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/X17mf,
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Leave-One-Out Cross-Validation},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {744},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_469},
doi = {10.1007/978-1-4899-7687-1\_469},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/X17mf.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ShaoE16a,
author = {Zhifei Shao and
Meng Joo Er},
title = {Efficient Leave-One-Out Cross-Validation-based Regularized Extreme
Learning Machine},
journal = {Neurocomputing},
volume = {194},
pages = {260--270},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2016.02.058},
doi = {10.1016/J.NEUCOM.2016.02.058},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ShaoE16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VehtariMTSW16,
author = {Aki Vehtari and
Tommi Mononen and
Ville Tolvanen and
Tuomas Sivula and
Ole Winther},
title = {Bayesian Leave-One-Out Cross-Validation Approximations for Gaussian
Latent Variable Models},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {103:1--103:38},
year = {2016},
url = {http://jmlr.org/papers/v17/14-540.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VehtariMTSW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/ZhangW16,
author = {Jingxiang Zhang and
Shitong Wang},
title = {A fast leave-one-out cross-validation for SVM-like family},
journal = {Neural Comput. Appl.},
volume = {27},
number = {6},
pages = {1717--1730},
year = {2016},
url = {https://doi.org/10.1007/s00521-015-1970-4},
doi = {10.1007/S00521-015-1970-4},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/ZhangW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/ShaoEW16,
author = {Zhifei Shao and
Meng Joo Er and
Ning Wang},
title = {An Efficient Leave-One-Out Cross-Validation-Based Extreme Learning
Machine {(ELOO-ELM)} With Minimal User Intervention},
journal = {{IEEE} Trans. Cybern.},
volume = {46},
number = {8},
pages = {1939--1951},
year = {2016},
url = {https://doi.org/10.1109/TCYB.2015.2458177},
doi = {10.1109/TCYB.2015.2458177},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/ShaoEW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/RushingBHNP15,
author = {Christel Rushing and
Anuradha Bulusu and
Herbert I. Hurwitz and
Andrew B. Nixon and
Herbert Pang},
title = {A leave-one-out cross-validation {SAS} macro for the identification
of markers associated with survival},
journal = {Comput. Biol. Medicine},
volume = {57},
pages = {123--129},
year = {2015},
url = {https://doi.org/10.1016/j.compbiomed.2014.11.015},
doi = {10.1016/J.COMPBIOMED.2014.11.015},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/RushingBHNP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/Wong15,
author = {Tzu{-}Tsung Wong},
title = {Performance evaluation of classification algorithms by k-fold and
leave-one-out cross validation},
journal = {Pattern Recognit.},
volume = {48},
number = {9},
pages = {2839--2846},
year = {2015},
url = {https://doi.org/10.1016/j.patcog.2015.03.009},
doi = {10.1016/J.PATCOG.2015.03.009},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/Wong15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HomrighausenM14,
author = {Darren Homrighausen and
Daniel J. McDonald},
title = {Leave-one-out cross-validation is risk consistent for lasso},
journal = {Mach. Learn.},
volume = {97},
number = {1-2},
pages = {65--78},
year = {2014},
url = {https://doi.org/10.1007/s10994-014-5438-z},
doi = {10.1007/S10994-014-5438-Z},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HomrighausenM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/MaoMZY14,
author = {Wentao Mao and
Xiaoxia Mu and
Yanbin Zheng and
Guirong Yan},
title = {Leave-one-out cross-validation-based model selection for multi-input
multi-output support vector machine},
journal = {Neural Comput. Appl.},
volume = {24},
number = {2},
pages = {441--451},
year = {2014},
url = {https://doi.org/10.1007/s00521-012-1234-5},
doi = {10.1007/S00521-012-1234-5},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/MaoMZY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/KurogiYYH14,
author = {Shuichi Kurogi and
Yoichiro Yamashita and
Hikaru Yoshikawa and
Kotaro Hirayama},
editor = {Chu Kiong Loo and
Keem Siah Yap and
Kok Wai Wong and
Andrew Teoh Beng Jin and
Kaizhu Huang},
title = {Accuracy Improvement of Localization and Mapping of {ICP-SLAM} via
Competitive Associative Nets and Leave-One-Out Cross-Validation},
booktitle = {Neural Information Processing - 21st International Conference, {ICONIP}
2014, Kuching, Malaysia, November 3-6, 2014. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8835},
pages = {160--169},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-12640-1\_20},
doi = {10.1007/978-3-319-12640-1\_20},
timestamp = {Sat, 09 Apr 2022 12:41:05 +0200},
biburl = {https://dblp.org/rec/conf/iconip/KurogiYYH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/KurogiNYKN11,
author = {Shuichi Kurogi and
Tomokazu Nagi and
Shoichi Yoshinaga and
Hideaki Koya and
Takeshi Nishida},
editor = {Bao{-}Liang Lu and
Liqing Zhang and
James T. Kwok},
title = {Multiview Range Image Registration Using Competitive Associative Net
and Leave-One-Image-Out Cross-Validation Error},
booktitle = {Neural Information Processing - 18th International Conference, {ICONIP}
2011, Shanghai, China, November 13-17, 2011, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {7064},
pages = {621--628},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24965-5\_70},
doi = {10.1007/978-3-642-24965-5\_70},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/iconip/KurogiNYKN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcc/WuMWLCS10,
author = {Jingheng Wu and
Juan Mei and
Sixiang Wen and
Siyan Liao and
Jincan Chen and
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timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/isnn/YuanLLZ10,
author = {Jin Yuan and
Yanming Li and
Chengliang Liu and
Xuan F. Zha},
editor = {Liqing Zhang and
Bao{-}Liang Lu and
James Tin{-}Yau Kwok},
title = {Leave-One-Out Cross-Validation Based Model Selection for Manifold
Regularization},
booktitle = {Advances in Neural Networks - {ISNN} 2010, 7th International Symposium
on Neural Networks, {ISNN} 2010, Shanghai, China, June 6-9, 2010,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
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publisher = {Springer},
year = {2010},
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doi = {10.1007/978-3-642-13278-0\_59},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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title = {Optimizing Sparse Kernel Ridge Regression hyperparameters based on
leave-one-out cross-validation},
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Ling Wang and
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title = {Feature Scaling for Kernel Fisher Discriminant Analysis Using Leave-One-Out
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bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ijcnn/Cawley06,
author = {Gavin C. Cawley},
title = {Leave-One-Out Cross-Validation Based Model Selection Criteria for
Weighted LS-SVMs},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {1661--1668},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.246634},
doi = {10.1109/IJCNN.2006.246634},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Cawley06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Gavin C. Cawley and
Nicola L. C. Talbot},
title = {Fast exact leave-one-out cross-validation of sparse least-squares
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bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Gavin C. Cawley and
Nicola L. C. Talbot},
title = {Efficient leave-one-out cross-validation of kernel fisher discriminant
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@inproceedings{DBLP:conf/esann/SaadiCT02,
author = {Kamel Saadi and
Gavin C. Cawley and
Nicola L. C. Talbot},
editor = {Michel Verleysen},
title = {Fast exact leave-one-out cross-validation of least-squares Support
Vector Machines},
booktitle = {10th Eurorean Symposium on Artificial Neural Networks, {ESANN} 2002,
Bruges, Belgium, April 24-26, 2002, Proceedings},
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year = {2002},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2002-23.pdf},
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biburl = {https://dblp.org/rec/conf/esann/SaadiCT02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Tong Zhang},
editor = {David P. Helmbold and
Robert C. Williamson},
title = {A Leave-One-out Cross Validation Bound for Kernel Methods with Applications
in Learning},
booktitle = {Computational Learning Theory, 14th Annual Conference on Computational
Learning Theory, {COLT} 2001 and 5th European Conference on Computational
Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16-19,
2001, Proceedings},
series = {Lecture Notes in Computer Science},
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publisher = {Springer},
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biburl = {https://dblp.org/rec/conf/colt/Zhang01a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Michael J. Kearns and
Dana Ron},
editor = {Yoav Freund and
Robert E. Schapire},
title = {Algorithmic Stability and Sanity-Check Bounds for Leave-one-Out Cross-Validation},
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author = {Sean B. Holden},
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title = {PAC-Like Upper Bounds for the Sample Complexity of Leave-one-Out Cross-Validation},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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