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@article{DBLP:journals/adac/OhS24,
author = {Sangkon Oh and
Byungtae Seo},
title = {Semiparametric mixture of linear regressions with nonparametric Gaussian
scale mixture errors},
journal = {Adv. Data Anal. Classif.},
volume = {18},
number = {1},
pages = {5--31},
year = {2024},
url = {https://doi.org/10.1007/s11634-023-00570-6},
doi = {10.1007/S11634-023-00570-6},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/adac/OhS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/RomanoEF24,
author = {Gaetano Romano and
Idris A. Eckley and
Paul Fearnhead},
title = {A Log-Linear Nonparametric Online Changepoint Detection Algorithm
Based on Functional Pruning},
journal = {{IEEE} Trans. Signal Process.},
volume = {72},
pages = {594--606},
year = {2024},
url = {https://doi.org/10.1109/TSP.2023.3343550},
doi = {10.1109/TSP.2023.3343550},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/RomanoEF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/twc/XiaoSZL24,
author = {Zheng Xiao and
Jun Sun and
Zhaoyang Zhang and
Yingzhuang Liu},
title = {Nonparametric Regression for {MU-MIMO} Channel Prediction: From {KNN}
to Local Linear Regression},
journal = {{IEEE} Trans. Wirel. Commun.},
volume = {23},
number = {4},
pages = {2784--2795},
year = {2024},
url = {https://doi.org/10.1109/TWC.2023.3303024},
doi = {10.1109/TWC.2023.3303024},
timestamp = {Thu, 18 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/twc/XiaoSZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/KlineF23,
author = {Jeffery Kline and
Glenn Martin Fung},
title = {Linear programming with nonparametric penalty programs and iterated
thresholding},
journal = {Optim. Methods Softw.},
volume = {38},
number = {1},
pages = {107--127},
year = {2023},
url = {https://doi.org/10.1080/10556788.2022.2117356},
doi = {10.1080/10556788.2022.2117356},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/oms/KlineF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-12754,
author = {Bertille Follain and
Umut Simsekli and
Francis Bach},
title = {Nonparametric Linear Feature Learning in Regression Through Regularisation},
journal = {CoRR},
volume = {abs/2307.12754},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.12754},
doi = {10.48550/ARXIV.2307.12754},
eprinttype = {arXiv},
eprint = {2307.12754},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-12754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmmsc/Sinsomboonthong22,
author = {Saichon Sinsomboonthong and
Juthaphorn Sinsomboonthong},
title = {Efficiency Comparison of New Adjusted Nonparametric and Parametric
Statistics Interval Estimation Methods in the Simple Linear Regression
Model},
journal = {Int. J. Math. Math. Sci.},
volume = {2022},
pages = {2744723:1--2744723:16},
year = {2022},
url = {https://doi.org/10.1155/2022/2744723},
doi = {10.1155/2022/2744723},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijmmsc/Sinsomboonthong22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/KongSW22,
author = {Lingtao Kong and
Xiangjun Song and
Xiaomin Wang},
title = {Nonparametric regression for interval-valued data based on local linear
smoothing approach},
journal = {Neurocomputing},
volume = {501},
pages = {834--843},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2022.06.073},
doi = {10.1016/J.NEUCOM.2022.06.073},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/KongSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ma/KurisuO22,
author = {Daisuke Kurisu and
Taisuke Otsu},
title = {On linearization of nonparametric deconvolution estimators for repeated
measurements model},
journal = {J. Multivar. Anal.},
volume = {189},
pages = {104921},
year = {2022},
url = {https://doi.org/10.1016/j.jmva.2021.104921},
doi = {10.1016/J.JMVA.2021.104921},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ma/KurisuO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ma/ParkBP22,
author = {Hoyoung Park and
Seungchul Baek and
Junyong Park},
title = {High-dimensional linear discriminant analysis using nonparametric
methods},
journal = {J. Multivar. Anal.},
volume = {188},
pages = {104836},
year = {2022},
url = {https://doi.org/10.1016/j.jmva.2021.104836},
doi = {10.1016/J.JMVA.2021.104836},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ma/ParkBP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/SrilianaBR22,
author = {Idhia Sriliana and
I Nyoman Budiantara and
Vita Ratnasari},
title = {A Truncated Spline and Local Linear Mixed Estimator in Nonparametric
Regression for Longitudinal Data and Its Application},
journal = {Symmetry},
volume = {14},
number = {12},
pages = {2687},
year = {2022},
url = {https://doi.org/10.3390/sym14122687},
doi = {10.3390/SYM14122687},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/symmetry/SrilianaBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12460,
author = {Liyun Zeng and
Hao Helen Zhang},
title = {Linear Algorithms for Nonparametric Multiclass Probability Estimation},
journal = {CoRR},
volume = {abs/2205.12460},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12460},
doi = {10.48550/ARXIV.2205.12460},
eprinttype = {arXiv},
eprint = {2205.12460},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12460.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informs/WangWD21,
author = {Yining Wang and
Yi Wu and
Simon S. Du},
title = {Near-Linear Time Local Polynomial Nonparametric Estimation with Box
Kernels},
journal = {{INFORMS} J. Comput.},
volume = {33},
number = {4},
pages = {1339--1353},
year = {2021},
url = {https://doi.org/10.1287/ijoc.2020.1021},
doi = {10.1287/IJOC.2020.1021},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/informs/WangWD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-04998,
author = {K. P. Chowdhury},
title = {Nonparametric Functional Analysis of Generalized Linear Models Under
Nonlinear Constraints},
journal = {CoRR},
volume = {abs/2110.04998},
year = {2021},
url = {https://arxiv.org/abs/2110.04998},
eprinttype = {arXiv},
eprint = {2110.04998},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-04998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ShafqatHAN20,
author = {Ambreen Shafqat and
Zhensheng Huang and
Muhammad Aslam and
Muhammad Shujaat Nawaz},
title = {A Nonparametric Repetitive Sampling {DEWMA} Control Chart Based on
Linear Prediction},
journal = {{IEEE} Access},
volume = {8},
pages = {74977--74990},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2989132},
doi = {10.1109/ACCESS.2020.2989132},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ShafqatHAN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/hij/WengTTDACCMH20,
author = {Yingjie Weng and
Lu Tian and
Dario Tedesco and
Karishma Desai and
Steven M. Asch and
Ian Carroll and
Catherine M. Curtin and
Kathryn M. McDonald and
Tina Hernandez{-}Boussard},
title = {Trajectory analysis for postoperative pain using electronic health
records: {A} nonparametric method with robust linear regression and
K-medians cluster analysis},
journal = {Health Informatics J.},
volume = {26},
number = {2},
pages = {1404--1418},
year = {2020},
url = {https://doi.org/10.1177/1460458219881339},
doi = {10.1177/1460458219881339},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/hij/WengTTDACCMH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/HuangC20,
author = {Yanlong Huang and
Darwin G. Caldwell},
title = {A Linearly Constrained Nonparametric Framework for Imitation Learning},
booktitle = {2020 {IEEE} International Conference on Robotics and Automation, {ICRA}
2020, Paris, France, May 31 - August 31, 2020},
pages = {4400--4406},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICRA40945.2020.9196821},
doi = {10.1109/ICRA40945.2020.9196821},
timestamp = {Mon, 28 Sep 2020 12:19:08 +0200},
biburl = {https://dblp.org/rec/conf/icra/HuangC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BerthierBG20,
author = {Rapha{\"{e}}l Berthier and
Francis R. Bach and
Pierre Gaillard},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Tight Nonparametric Convergence Rates for Stochastic Gradient Descent
under the Noiseless Linear Model},
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/1b33d16fc562464579b7199ca3114982-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BerthierBG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08212,
author = {Rapha{\"{e}}l Berthier and
Francis R. Bach and
Pierre Gaillard},
title = {Tight Nonparametric Convergence Rates for Stochastic Gradient Descent
under the Noiseless Linear Model},
journal = {CoRR},
volume = {abs/2006.08212},
year = {2020},
url = {https://arxiv.org/abs/2006.08212},
eprinttype = {arXiv},
eprint = {2006.08212},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-08212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/Helwig19,
author = {Nathaniel E. Helwig},
title = {Robust nonparametric tests of general linear model coefficients: {A}
comparison of permutation methods and test statistics},
journal = {NeuroImage},
volume = {201},
year = {2019},
url = {https://doi.org/10.1016/j.neuroimage.2019.116030},
doi = {10.1016/J.NEUROIMAGE.2019.116030},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/Helwig19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/SarkarRD19,
author = {Tuhin Sarkar and
Alexander Rakhlin and
Munther A. Dahleh},
title = {Nonparametric System identification of Stochastic Switched Linear
Systems},
booktitle = {58th {IEEE} Conference on Decision and Control, {CDC} 2019, Nice,
France, December 11-13, 2019},
pages = {3623--3628},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CDC40024.2019.9030173},
doi = {10.1109/CDC40024.2019.9030173},
timestamp = {Fri, 04 Mar 2022 13:30:46 +0100},
biburl = {https://dblp.org/rec/conf/cdc/SarkarRD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccsp/ChenC19,
author = {En Chen and
Tzren{-}Ru Chou},
editor = {Yulin Wang and
Chin{-}Chen Chang},
title = {Spectral reflectance recovery of various materials based on linear
interpolation with nonparametric metameric spectra of extreme points},
booktitle = {Proceedings of the 3rd International Conference on Cryptography, Security
and Privacy, {ICCSP} 2019, Kuala Lumpur, Malaysia, January 19-21,
2019},
pages = {247--255},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3309074.3309118},
doi = {10.1145/3309074.3309118},
timestamp = {Sat, 13 Apr 2019 17:11:48 +0200},
biburl = {https://dblp.org/rec/conf/iccsp/ChenC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-04617,
author = {Tuhin Sarkar and
Alexander Rakhlin and
Munther A. Dahleh},
title = {Nonparametric System identification of Stochastic Switched Linear
Systems},
journal = {CoRR},
volume = {abs/1909.04617},
year = {2019},
url = {http://arxiv.org/abs/1909.04617},
eprinttype = {arXiv},
eprint = {1909.04617},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-04617.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-07374,
author = {Yanlong Huang and
Darwin G. Caldwell},
title = {A Linearly Constrained Nonparametric Framework for Imitation Learning},
journal = {CoRR},
volume = {abs/1909.07374},
year = {2019},
url = {http://arxiv.org/abs/1909.07374},
eprinttype = {arXiv},
eprint = {1909.07374},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-07374.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/automatica/ZhangP18,
author = {Erliang Zhang and
Rik Pintelon},
title = {Nonparametric identification of linear dynamic errors-in-variables
systems},
journal = {Autom.},
volume = {94},
pages = {416--425},
year = {2018},
url = {https://doi.org/10.1016/j.automatica.2018.04.039},
doi = {10.1016/J.AUTOMATICA.2018.04.039},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/automatica/ZhangP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/Keshvari18,
author = {Abolfazl Keshvari},
title = {Segmented concave least squares: {A} nonparametric piecewise linear
regression},
journal = {Eur. J. Oper. Res.},
volume = {266},
number = {2},
pages = {585--594},
year = {2018},
url = {https://doi.org/10.1016/j.ejor.2017.10.006},
doi = {10.1016/J.EJOR.2017.10.006},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/Keshvari18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KalantariGZ18,
author = {Rahi Kalantari and
Joydeep Ghosh and
Mingyuan Zhou},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Nonparametric Bayesian sparse graph linear dynamical systems},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {1952--1960},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/kalantari18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KalantariGZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/CalliessPR18,
author = {Jan{-}Peter Calliess and
Antonis Papachristodoulou and
Stephen J. Roberts},
title = {Bayesian Nonparametrics and Feedback-Linearisation of Discretised
Control-Affine Systems},
booktitle = {57th {IEEE} Conference on Decision and Control, {CDC} 2018, Miami,
FL, USA, December 17-19, 2018},
pages = {6086--6093},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/CDC.2018.8619451},
doi = {10.1109/CDC.2018.8619451},
timestamp = {Fri, 04 Mar 2022 13:30:11 +0100},
biburl = {https://dblp.org/rec/conf/cdc/CalliessPR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09578,
author = {Yining Wang and
Yi Wu and
Simon S. Du},
title = {Near-Linear Time Local Polynomial Nonparametric Estimation},
journal = {CoRR},
volume = {abs/1802.09578},
year = {2018},
url = {http://arxiv.org/abs/1802.09578},
eprinttype = {arXiv},
eprint = {1802.09578},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09578.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-09587,
author = {Johan Schoukens and
Mark Vaes and
Rik Pintelon},
title = {Linear System Identification in a Nonlinear Setting - Nonparametric
analysis of the nonlinear distortions and their impact on the best
linear approximation},
journal = {CoRR},
volume = {abs/1804.09587},
year = {2018},
url = {http://arxiv.org/abs/1804.09587},
eprinttype = {arXiv},
eprint = {1804.09587},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-09587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-06237,
author = {Rishi Relan and
Koen Tiels and
Jean{-}Marc Timmermans and
Johan Schoukens},
title = {A Local Polynomial Approach to Nonparametric Estimation of the Best
Linear Approximation of Lithium-Ion Battery From Multiple Datasets},
journal = {CoRR},
volume = {abs/1805.06237},
year = {2018},
url = {http://arxiv.org/abs/1805.06237},
eprinttype = {arXiv},
eprint = {1805.06237},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-06237.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aarc/ZhurabokSP17,
author = {Alexey N. Zhirabok and
Alexey E. Shumsky and
S. V. Pavlov},
title = {Diagnosis of linear dynamic systems by the nonparametric method},
journal = {Autom. Remote. Control.},
volume = {78},
number = {7},
pages = {1173--1188},
year = {2017},
url = {https://doi.org/10.1134/S0005117917070013},
doi = {10.1134/S0005117917070013},
timestamp = {Mon, 18 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aarc/ZhurabokSP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csysl/RelanTTS17,
author = {Rishi Relan and
Koen Tiels and
Jean{-}Marc Timmermans and
Johan Schoukens},
title = {A Local Polynomial Approach to Nonparametric Estimation of the Best
Linear Approximation of Lithium-Ion Battery From Multiple Datasets},
journal = {{IEEE} Control. Syst. Lett.},
volume = {1},
number = {1},
pages = {182--187},
year = {2017},
url = {https://doi.org/10.1109/LCSYS.2017.2712364},
doi = {10.1109/LCSYS.2017.2712364},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csysl/RelanTTS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/KhosravaniH17,
author = {Abbas Khosravani and
Mohammad Mehdi Homayounpour},
editor = {Francisco Lacerda},
title = {Nonparametrically Trained Probabilistic Linear Discriminant Analysis
for i-Vector Speaker Verification},
booktitle = {Interspeech 2017, 18th Annual Conference of the International Speech
Communication Association, Stockholm, Sweden, August 20-24, 2017},
pages = {1019--1023},
publisher = {{ISCA}},
year = {2017},
url = {https://doi.org/10.21437/Interspeech.2017-829},
doi = {10.21437/INTERSPEECH.2017-829},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/KhosravaniH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/GhodsJMMS17,
author = {Ramina Ghods and
Charles Jeon and
Gulnar Mirza and
Arian Maleki and
Christoph Studer},
title = {Optimally-tuned nonparametric linear equalization for massive {MU-MIMO}
systems},
booktitle = {2017 {IEEE} International Symposium on Information Theory, {ISIT}
2017, Aachen, Germany, June 25-30, 2017},
pages = {2118--2122},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISIT.2017.8006903},
doi = {10.1109/ISIT.2017.8006903},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/GhodsJMMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GhodsJMMS17,
author = {Ramina Ghods and
Charles Jeon and
Gulnar Mirza and
Arian Maleki and
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author = {Dabuxilatu Wang},
editor = {Maria Brigida Ferraro and
Paolo Giordani and
Barbara Vantaggi and
Marek Gagolewski and
Mar{\'{\i}}a {\'{A}}ngeles Gil and
Przemyslaw Grzegorzewski and
Olgierd Hryniewicz},
title = {A Nonparametric Linearity Test for a Multiple Regression Model with
Fuzzy Data},
booktitle = {Soft Methods for Data Science, {SMPS} 2016, Rome, Italy, 12-14 September,
2016},
series = {Advances in Intelligent Systems and Computing},
volume = {456},
pages = {495--502},
publisher = {Springer},
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url = {https://doi.org/10.1007/978-3-319-42972-4\_61},
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Istv{\'{a}}n Koll{\'{a}}r and
John Lataire},
title = {Nonparametric Time-Domain Identification of Linear Slowly Time-Variant
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title = {Data-driven Nonparametric Model Adaptive Precision Control for Linear
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title = {Using linear interpolation to reduce the order of the coverage error
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author = {Alessandro Chiuso and
Tianshi Chen and
Lennart Ljung and
Gianluigi Pillonetto},
title = {On the design of multiple kernels for nonparametric linear system
identification},
booktitle = {53rd {IEEE} Conference on Decision and Control, {CDC} 2014, Los Angeles,
CA, USA, December 15-17, 2014},
pages = {3346--3351},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CDC.2014.7039907},
doi = {10.1109/CDC.2014.7039907},
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author = {Thong Pham and
Paul Sheridan and
Hidetoshi Shimodaira},
editor = {Stefano Battiston and
Francesco De Pellegrini and
Guido Caldarelli and
Emanuela Merelli},
title = {Nonparametric Estimation of the Preferential Attachment Function in
Complex Networks: Evidence of Deviations from Log Linearity},
booktitle = {Proceedings of the 2014 European Conference on Complex Systems, {ECCS}
2014, Lucca, Italy, September 22-26, 2014},
series = {Springer Proceedings in Complexity},
pages = {141--153},
publisher = {Springer},
year = {2014},
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Liugen Xue},
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author = {Rik Pintelon and
Ebrahim Louarroudi and
John Lataire},
title = {Nonparametric estimation of the best linear time-invariant approximation
of a linear time-varying system},
booktitle = {Proceedings of the 52nd {IEEE} Conference on Decision and Control,
{CDC} 2013, Florence, Italy, December 10-13, 2013},
pages = {5846--5851},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CDC.2013.6760811},
doi = {10.1109/CDC.2013.6760811},
timestamp = {Fri, 04 Mar 2022 13:29:02 +0100},
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Simos G. Meintanis},
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number = {6},
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Nicholas A. Loehr and
J. McQueston},
title = {Nonparametric Random Variate Generation Using a Piecewise-Linear Cumulative
Distribution Function},
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Nicholas A. Loehr and
J. McQueston},
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author = {Gianluigi Pillonetto and
Alessandro Chiuso and
Giuseppe De Nicolao},
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author = {Xu Qin and
Jiang{-}She Zhang and
Xiaodong Yan},
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author = {Emily B. Fox and
Erik B. Sudderth and
Michael I. Jordan and
Alan S. Willsky},
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author = {Alessandro Chiuso and
Gianluigi Pillonetto},
title = {Nonparametric sparse estimators for identification of large scale
linear systems},
booktitle = {Proceedings of the 49th {IEEE} Conference on Decision and Control,
{CDC} 2010, December 15-17, 2010, Atlanta, Georgia, {USA}},
pages = {2942--2947},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CDC.2010.5717169},
doi = {10.1109/CDC.2010.5717169},
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author = {Claire Pin{\c{c}}on and
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author = {Ichiro Takeuchi and
Kaname Nomura and
Takafumi Kanamori},
title = {Nonparametric Conditional Density Estimation Using Piecewise-Linear
Solution Path of Kernel Quantile Regression},
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author = {John Lataire and
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title = {Estimating a Nonparametric Colored-Noise Model for Linear Slowly Time-Varying
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author = {Johan Schoukens and
Rik Pintelon},
title = {Estimation of Nonparametric Noise Models for Linear Dynamic Systems},
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author = {Pier Luigi Conti and
Daniela Marella and
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author = {Xiaojing Shen and
Yunmin Zhu and
Lixin Song},
title = {Linear B-spline copulas with applications to nonparametric estimation
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author = {Laura Spierdijk},
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author = {Kenneth Hsu and
Tyrone L. Vincent and
Kameshwar Poolla},
title = {Nonparametric methods for the identification of linear parameter varying
systems},
booktitle = {{IEEE} International Conference on Computer-Aided Control Systems,
{CACSD} 2008, San Antonio, TX, USA, September 3-5, 2008},
pages = {846--851},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/CACSD.2008.4627343},
doi = {10.1109/CACSD.2008.4627343},
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biburl = {https://dblp.org/rec/conf/cacsd/HsuVP08.bib},
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@inproceedings{DBLP:conf/nips/FoxSJW08,
author = {Emily B. Fox and
Erik B. Sudderth and
Michael I. Jordan and
Alan S. Willsky},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Nonparametric Bayesian Learning of Switching Linear Dynamical Systems},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {457--464},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/950a4152c2b4aa3ad78bdd6b366cc179-Abstract.html},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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title = {A linearization procedure and a {VDM/ECM} algorithm for penalized
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