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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 08:41:44 +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 08:41:44 +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 08:41:44 +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 08:41:44 +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 08:41:44 +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 = {Wed, 29 May 2019 08:41:44 +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 08:41:44 +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 08:41:44 +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 08:41:44 +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 08:41:44 +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 08:41:44 +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 = {Wed, 29 May 2019 08:41:44 +0200},
  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 08:41:44 +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 08:41:44 +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 08:41:44 +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 08:41:44 +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 08:41:44 +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 08:41:44 +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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