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@inproceedings{DBLP:conf/nips/AshtianiG15,
author = {Hassan Ashtiani and
Ali Ghodsi},
title = {A Dimension-Independent Generalization Bound for Kernel Supervised
Principal Component Analysis},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {19--29},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/Ashtiani2015.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/nips/AshtianiG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AtzmonSC15,
author = {Yuval Atzmon and
Uri Shalit and
Gal Chechik},
title = {Learning Sparse Metrics, One Feature at a Time},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {30--48},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/atzmon2015.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/AtzmonSC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BarshanF15,
author = {Elnaz Barshan and
Paul W. Fieguth},
title = {Stage-wise Training: An Improved Feature Learning Strategy for Deep
Models},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {49--59},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/Barshan2015.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BarshanF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenAZH15,
author = {Xue{-}wen Chen and
Melih S. Aslan and
Kunlei Zhang and
Thomas S. Huang},
title = {Learning Multi-channel Deep Feature Representations for Face Recognition},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {60--71},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/chen15learning.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChenAZH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CortesGKM15,
author = {Corinna Cortes and
Prasoon Goyal and
Vitaly Kuznetsov and
Mehryar Mohri},
title = {Kernel Extraction via Voted Risk Minimization},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {72--89},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/cortes15a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/CortesGKM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CuiLP15,
author = {Xia Cui and
Ying Lu and
Heng Peng},
title = {A Computationally Efficient Method for Estimating Semi Parametric
Regression Functions},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {90--102},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/CuiLuPeng15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/CuiLP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GiannakisSZ15,
author = {Dimitrios Giannakis and
Joanna Slawinska and
Zhizhen Zhao},
title = {Spatiotemporal Feature Extraction with Data-Driven Koopman Operators},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {103--115},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/giannakis15.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/GiannakisSZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangA15,
author = {Furong Huang and
Animashree Anandkumar},
title = {Convolutional Dictionary Learning through Tensor Factorization},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {116--129},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/huang15convolutional.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HuangA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JanzaminSNA15,
author = {Majid Janzamin and
Hanie Sedghi and
U. N. Niranjan and
Animashree Anandkumar},
title = {{FEAST} at Play: Feature ExtrAction using Score function Tensors},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {130--144},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/janzamin2015.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/JanzaminSNA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KandemirH15,
author = {Melih Kandemir and
Fred A. Hamprecht},
title = {The Deep Feed-Forward Gaussian Process: An Effective Generalization
to Covariance Priors},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {145--159},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/kandemir15jmlr.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KandemirH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KimR15,
author = {Minyoung Kim and
Luca Rigazio},
title = {Deep Clustered Convolutional Kernels},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {160--172},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/kim2015a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KimR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeiBDK15,
author = {Yunwen Lei and
Alexander Binder and
{\"{U}}r{\"{u}}n Dogan and
Marius Kloft},
title = {Theory and Algorithms for the Localized Setting of Learning Kernels},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {173--195},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/LeiBinDogKlo15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LeiBDK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiYCLH15,
author = {Yixuan Li and
Jason Yosinski and
Jeff Clune and
Hod Lipson and
John E. Hopcroft},
title = {Convergent Learning: Do different neural networks learn the same representations?},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {196--212},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/li15convergent.html},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiYCLH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LoreSDGS15,
author = {Kin Gwn Lore and
Daniel Stoecklein and
Michael Davies and
Baskar Ganapathysubramanian and
Soumik Sarkar},
title = {Hierarchical Feature Extraction for Efficient Design of Microfluidic
Flow Patterns},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {213--225},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/lore15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LoreSDGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MohriRS15,
author = {Mehryar Mohri and
Afshin Rostamizadeh and
Dmitry Storcheus},
title = {Generalization Bounds for Supervised Dimensionality Reduction},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {226--241},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/mohri2015generalization.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MohriRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ReeveB15,
author = {Henry W. J. Reeve and
Gavin Brown},
title = {Modular Autoencoders for Ensemble Feature Extraction},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {242--259},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/reeve15a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ReeveB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Shamir15,
author = {Gil I. Shamir},
title = {Minimum description length {(MDL)} regularization for online learning},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {260--276},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/shamir15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/Shamir15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/StorcheusRK15,
author = {Dmitry Storcheus and
Afshin Rostamizadeh and
Sanjiv Kumar},
title = {A Survey of Modern Questions and Challenges in Feature Extraction},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {1--18},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/storcheus2015survey.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/StorcheusRK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WilliamsL15,
author = {Jonathan P. Williams and
Ying Lu},
title = {Covariance Selection in the Linear Mixed Effect Mode},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {277--291},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/Williams2015.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WilliamsL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2015fe,
title = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/2015fe.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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