BibTeX records: Il Park 0002

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@article{DBLP:journals/ficn/JordanSP21,
  author    = {Ian D. Jordan and
               Piotr Aleksander Sok{\'{o}}l and
               Il Memming Park},
  title     = {Gated Recurrent Units Viewed Through the Lens of Continuous Time Dynamical
               Systems},
  journal   = {Frontiers Comput. Neurosci.},
  volume    = {15},
  pages     = {678158},
  year      = {2021},
  url       = {https://doi.org/10.3389/fncom.2021.678158},
  doi       = {10.3389/fncom.2021.678158},
  timestamp = {Wed, 04 Aug 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ficn/JordanSP21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PeiYZWCSOSKCJMP21,
  author    = {Felix Pei and
               Joel Ye and
               David M. Zoltowski and
               Anqi Wu and
               Raeed H. Chowdhury and
               Hansem Sohn and
               Joseph E. O'Doherty and
               Krishna V. Shenoy and
               Matthew T. Kaufman and
               Mark M. Churchland and
               Mehrdad Jazayeri and
               Lee E. Miller and
               Jonathan W. Pillow and
               Il Memming Park and
               Eva L. Dyer and
               Chethan Pandarinath},
  editor    = {Joaquin Vanschoren and
               Sai{-}Kit Yeung},
  title     = {Neural Latents Benchmark '21: Evaluating latent variable models of
               neural population activity},
  booktitle = {Proceedings of the Neural Information Processing Systems Track on
               Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
               2021, virtual},
  year      = {2021},
  url       = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/979d472a84804b9f647bc185a877a8b5-Abstract-round2.html},
  timestamp = {Thu, 05 May 2022 16:30:03 +0200},
  biburl    = {https://dblp.org/rec/conf/nips/PeiYZWCSOSKCJMP21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-07098,
  author    = {Matthew Dowling and
               Piotr A. Sok{\'{o}}l and
               Il Memming Park},
  title     = {Hida-Mat{\'{e}}rn Kernel},
  journal   = {CoRR},
  volume    = {abs/2107.07098},
  year      = {2021},
  url       = {https://arxiv.org/abs/2107.07098},
  eprinttype = {arXiv},
  eprint    = {2107.07098},
  timestamp = {Thu, 22 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2107-07098.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-04463,
  author    = {Felix Pei and
               Joel Ye and
               David M. Zoltowski and
               Anqi Wu and
               Raeed H. Chowdhury and
               Hansem Sohn and
               Joseph E. O'Doherty and
               Krishna V. Shenoy and
               Matthew T. Kaufman and
               Mark M. Churchland and
               Mehrdad Jazayeri and
               Lee E. Miller and
               Jonathan W. Pillow and
               Il Memming Park and
               Eva L. Dyer and
               Chethan Pandarinath},
  title     = {Neural Latents Benchmark '21: Evaluating latent variable models of
               neural population activity},
  journal   = {CoRR},
  volume    = {abs/2109.04463},
  year      = {2021},
  url       = {https://arxiv.org/abs/2109.04463},
  eprinttype = {arXiv},
  eprint    = {2109.04463},
  timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2109-04463.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/JordanP20,
  author    = {Ian D. Jordan and
               Il Memming Park},
  title     = {Birhythmic Analog Circuit Maze: {A} Nonlinear Neurostimulation Testbed},
  journal   = {Entropy},
  volume    = {22},
  number    = {5},
  pages     = {537},
  year      = {2020},
  url       = {https://doi.org/10.3390/e22050537},
  doi       = {10.3390/e22050537},
  timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/entropy/JordanP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/ZhaoP20,
  author    = {Yuan Zhao and
               Il Memming Park},
  title     = {Variational Online Learning of Neural Dynamics},
  journal   = {Frontiers Comput. Neurosci.},
  volume    = {14},
  pages     = {71},
  year      = {2020},
  url       = {https://doi.org/10.3389/fncom.2020.00071},
  doi       = {10.3389/fncom.2020.00071},
  timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ficn/ZhaoP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/ZhaoYLHP20,
  author    = {Yuan Zhao and
               Jacob L. Yates and
               Aaron J. Levi and
               Alexander C. Huk and
               Il Memming Park},
  title     = {Stimulus-choice (mis)alignment in primate area {MT}},
  journal   = {PLoS Comput. Biol.},
  volume    = {16},
  number    = {5},
  year      = {2020},
  url       = {https://doi.org/10.1371/journal.pcbi.1007614},
  doi       = {10.1371/journal.pcbi.1007614},
  timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ploscb/ZhaoYLHP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/KeppleLPIPL20,
  author    = {Daniel R. Kepple and
               Daewon Lee and
               Colin Prepsius and
               Volkan Isler and
               Il Memming Park and
               Daniel D. Lee},
  editor    = {Andrea Vedaldi and
               Horst Bischof and
               Thomas Brox and
               Jan{-}Michael Frahm},
  title     = {Jointly Learning Visual Motion and Confidence from Local Patches in
               Event Cameras},
  booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
               UK, August 23-28, 2020, Proceedings, Part {VI}},
  series    = {Lecture Notes in Computer Science},
  volume    = {12351},
  pages     = {500--516},
  publisher = {Springer},
  year      = {2020},
  url       = {https://doi.org/10.1007/978-3-030-58539-6\_30},
  doi       = {10.1007/978-3-030-58539-6\_30},
  timestamp = {Tue, 10 Nov 2020 13:11:44 +0100},
  biburl    = {https://dblp.org/rec/conf/eccv/KeppleLPIPL20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SokolP20,
  author    = {Piotr Aleksander Sok{\'{o}}l and
               Il Memming Park},
  title     = {Information Geometry of Orthogonal Initializations and Training},
  booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
               Addis Ababa, Ethiopia, April 26-30, 2020},
  publisher = {OpenReview.net},
  year      = {2020},
  url       = {https://openreview.net/forum?id=rkg1ngrFPr},
  timestamp = {Thu, 07 May 2020 17:11:47 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SokolP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Arribas0P20,
  author    = {Diego M. Arribas and
               Yuan Zhao and
               Il Memming Park},
  editor    = {Hugo Larochelle and
               Marc'Aurelio Ranzato and
               Raia Hadsell and
               Maria{-}Florina Balcan and
               Hsuan{-}Tien Lin},
  title     = {Rescuing neural spike train models from bad {MLE}},
  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/186b690e29892f137b4c34cfa40a3a4d-Abstract.html},
  timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/nips/Arribas0P20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NassarSCHP20,
  author    = {Josue Nassar and
               Piotr A. Sok{\'{o}}l and
               SueYeon Chung and
               Kenneth D. Harris and
               Il Memming Park},
  editor    = {Hugo Larochelle and
               Marc'Aurelio Ranzato and
               Raia Hadsell and
               Maria{-}Florina Balcan and
               Hsuan{-}Tien Lin},
  title     = {On 1/n neural representation and robustness},
  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/44bf89b63173d40fb39f9842e308b3f9-Abstract.html},
  timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/nips/NassarSCHP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-01362,
  author    = {Matthew Dowling and
               Yuan Zhao and
               Il Memming Park},
  title     = {Non-parametric generalized linear model},
  journal   = {CoRR},
  volume    = {abs/2009.01362},
  year      = {2020},
  url       = {https://arxiv.org/abs/2009.01362},
  eprinttype = {arXiv},
  eprint    = {2009.01362},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2009-01362.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12362,
  author    = {Diego M. Arribas and
               Yuan Zhao and
               Il Memming Park},
  title     = {Rescuing neural spike train models from bad {MLE}},
  journal   = {CoRR},
  volume    = {abs/2010.12362},
  year      = {2020},
  url       = {https://arxiv.org/abs/2010.12362},
  eprinttype = {arXiv},
  eprint    = {2010.12362},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2010-12362.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-04729,
  author    = {Josue Nassar and
               Piotr Aleksander Sok{\'{o}}l and
               SueYeon Chung and
               Kenneth D. Harris and
               Il Memming Park},
  title     = {On 1/n neural representation and robustness},
  journal   = {CoRR},
  volume    = {abs/2012.04729},
  year      = {2020},
  url       = {https://arxiv.org/abs/2012.04729},
  eprinttype = {arXiv},
  eprint    = {2012.04729},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2012-04729.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/HockerP19,
  author    = {David Hocker and
               Il Memming Park},
  title     = {Myopic control of neural dynamics},
  journal   = {PLoS Comput. Biol.},
  volume    = {15},
  number    = {3},
  year      = {2019},
  url       = {https://doi.org/10.1371/journal.pcbi.1006854},
  doi       = {10.1371/journal.pcbi.1006854},
  timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/ploscb/HockerP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/SokolJKP19,
  author    = {Piotr A. Sok{\'{o}}l and
               Ian D. Jordan and
               Eben Kadile and
               Il Memming Park},
  editor    = {Michael B. Matthews},
  title     = {Adjoint Dynamics of Stable Limit Cycle Neural Networks},
  booktitle = {53rd Asilomar Conference on Signals, Systems, and Computers, {ACSCC}
               2019, Pacific Grove, CA, USA, November 3-6, 2019},
  pages     = {884--887},
  publisher = {{IEEE}},
  year      = {2019},
  url       = {https://doi.org/10.1109/IEEECONF44664.2019.9049080},
  doi       = {10.1109/IEEECONF44664.2019.9049080},
  timestamp = {Wed, 04 Nov 2020 13:32:57 +0100},
  biburl    = {https://dblp.org/rec/conf/acssc/SokolJKP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/NassarLBP19,
  author    = {Josue Nassar and
               Scott W. Linderman and
               M{\'{o}}nica F. Bugallo and
               Il Memming Park},
  title     = {Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale
               Modeling},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkzRQhR9YX},
  timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/NassarLBP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01005,
  author    = {Ian D. Jordan and
               Piotr Aleksander Sok{\'{o}}l and
               Il Memming Park},
  title     = {Gated recurrent units viewed through the lens of continuous time dynamical
               systems},
  journal   = {CoRR},
  volume    = {abs/1906.01005},
  year      = {2019},
  url       = {http://arxiv.org/abs/1906.01005},
  eprinttype = {arXiv},
  eprint    = {1906.01005},
  timestamp = {Wed, 06 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1906-01005.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01549,
  author    = {Yuan Zhao and
               Josue Nassar and
               Ian D. Jordan and
               M{\'{o}}nica F. Bugallo and
               Il Memming Park},
  title     = {Streaming Variational Monte Carlo},
  journal   = {CoRR},
  volume    = {abs/1906.01549},
  year      = {2019},
  url       = {http://arxiv.org/abs/1906.01549},
  eprinttype = {arXiv},
  eprint    = {1906.01549},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1906-01549.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/NassarLZBP18,
  author    = {Josue Nassar and
               Scott W. Linderman and
               Yuan Zhao and
               M{\'{o}}nica F. Bugallo and
               Il Memming Park},
  editor    = {Michael B. Matthews},
  title     = {Learning Structured Neural Dynamics From Single Trial Population Recording},
  booktitle = {52nd Asilomar Conference on Signals, Systems, and Computers, {ACSSC}
               2018, Pacific Grove, CA, USA, October 28-31, 2018},
  pages     = {666--670},
  publisher = {{IEEE}},
  year      = {2018},
  url       = {https://doi.org/10.1109/ACSSC.2018.8645122},
  doi       = {10.1109/ACSSC.2018.8645122},
  timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/acssc/NassarLZBP18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-03785,
  author    = {Piotr A. Sok{\'{o}}l and
               Il Memming Park},
  title     = {Information Geometry of Orthogonal Initializations and Training},
  journal   = {CoRR},
  volume    = {abs/1810.03785},
  year      = {2018},
  url       = {http://arxiv.org/abs/1810.03785},
  eprinttype = {arXiv},
  eprint    = {1810.03785},
  timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1810-03785.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-12386,
  author    = {Josue Nassar and
               Scott W. Linderman and
               M{\'{o}}nica F. Bugallo and
               Il Memming Park},
  title     = {Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale
               Modeling},
  journal   = {CoRR},
  volume    = {abs/1811.12386},
  year      = {2018},
  url       = {http://arxiv.org/abs/1811.12386},
  eprinttype = {arXiv},
  eprint    = {1811.12386},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1811-12386.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ZhaoP17,
  author    = {Yuan Zhao and
               Il Memming Park},
  title     = {Variational Latent Gaussian Process for Recovering Single-Trial Dynamics
               from Population Spike Trains},
  journal   = {Neural Comput.},
  volume    = {29},
  number    = {5},
  pages     = {1293--1316},
  year      = {2017},
  url       = {https://doi.org/10.1162/NECO\_a\_00953},
  doi       = {10.1162/NECO\_a\_00953},
  timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/neco/ZhaoP17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ner/HockerP17,
  author    = {David Hocker and
               Il Memming Park},
  title     = {Multistep inference for generalized linear spiking models curbs runaway
               excitation},
  booktitle = {8th International {IEEE/EMBS} Conference on Neural Engineering, {NER}
               2017, Shanghai, China, May 25-28, 2017},
  pages     = {613--616},
  publisher = {{IEEE}},
  year      = {2017},
  url       = {https://doi.org/10.1109/NER.2017.8008426},
  doi       = {10.1109/NER.2017.8008426},
  timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
  biburl    = {https://dblp.org/rec/conf/ner/HockerP17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhaoP16,
  author    = {Yuan Zhao and
               Il Memming Park},
  editor    = {Daniel D. Lee and
               Masashi Sugiyama and
               Ulrike von Luxburg and
               Isabelle Guyon and
               Roman Garnett},
  title     = {Interpretable Nonlinear Dynamic Modeling of Neural Trajectories},
  booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
               on Neural Information Processing Systems 2016, December 5-10, 2016,
               Barcelona, Spain},
  pages     = {3333--3341},
  year      = {2016},
  url       = {https://proceedings.neurips.cc/paper/2016/hash/b2531e7bb29bf22e1daae486fae3417a-Abstract.html},
  timestamp = {Mon, 16 May 2022 15:41:51 +0200},
  biburl    = {https://dblp.org/rec/conf/nips/ZhaoP16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuPP15,
  author    = {Anqi Wu and
               Il Memming Park and
               Jonathan W. Pillow},
  editor    = {Corinna Cortes and
               Neil D. Lawrence and
               Daniel D. Lee and
               Masashi Sugiyama and
               Roman Garnett},
  title     = {Convolutional spike-triggered covariance analysis for neural subunit
               models},
  booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
               on Neural Information Processing Systems 2015, December 7-12, 2015,
               Montreal, Quebec, Canada},
  pages     = {793--801},
  year      = {2015},
  url       = {https://proceedings.neurips.cc/paper/2015/hash/cf67355a3333e6e143439161adc2d82e-Abstract.html},
  timestamp = {Mon, 16 May 2022 15:41:51 +0200},
  biburl    = {https://dblp.org/rec/conf/nips/WuPP15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ArcherPP14,
  author    = {Evan Archer and
               Il Memming Park and
               Jonathan W. Pillow},
  title     = {Bayesian entropy estimation for countable discrete distributions},
  journal   = {J. Mach. Learn. Res.},
  volume    = {15},
  number    = {1},
  pages     = {2833--2868},
  year      = {2014},
  url       = {https://dl.acm.org/doi/10.5555/2627435.2697056},
  doi       = {10.5555/2627435.2697056},
  timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jmlr/ArcherPP14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ParkSV14,
  author    = {Il Memming Park and
               Sohan Seth and
               Steven Van Vaerenbergh},
  title     = {Probabilistic kernel least mean squares algorithms},
  booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
               {ICASSP} 2014, Florence, Italy, May 4-9, 2014},
  pages     = {8272--8276},
  publisher = {{IEEE}},
  year      = {2014},
  url       = {https://doi.org/10.1109/ICASSP.2014.6855214},
  doi       = {10.1109/ICASSP.2014.6855214},
  timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl    = {https://dblp.org/rec/conf/icassp/ParkSV14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/ArcherPP13,
  author    = {Evan Archer and
               Il Memming Park and
               Jonathan W. Pillow},
  title     = {Bayesian and Quasi-Bayesian Estimators for Mutual Information from
               Discrete Data},
  journal   = {Entropy},
  volume    = {15},
  number    = {5},
  pages     = {1738--1755},
  year      = {2013},
  url       = {https://doi.org/10.3390/e15051738},
  doi       = {10.3390/e15051738},
  timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/entropy/ArcherPP13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/ParkSPLP13,
  author    = {Il Memming Park and
               Sohan Seth and
               Ant{\'{o}}nio R. C. Paiva and
               Lin Li and
               Jos{\'{e}} C. Pr{\'{\i}}ncipe},
  title     = {Kernel Methods on Spike Train Space for Neuroscience: {A} Tutorial},
  journal   = {{IEEE} Signal Process. Mag.},
  volume    = {30},
  number    = {4},
  pages     = {149--160},
  year      = {2013},
  url       = {https://doi.org/10.1109/MSP.2013.2251072},
  doi       = {10.1109/MSP.2013.2251072},
  timestamp = {Tue, 05 Sep 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/spm/ParkSPLP13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ArcherPP13,
  author    = {Evan Archer and
               Il Memming Park and
               Jonathan W. Pillow},
  editor    = {Christopher J. C. Burges and
               L{\'{e}}on Bottou and
               Zoubin Ghahramani and
               Kilian Q. Weinberger},
  title     = {Bayesian entropy estimation for binary spike train data using parametric
               prior knowledge},
  booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
               Conference on Neural Information Processing Systems 2013. Proceedings
               of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
  pages     = {1700--1708},
  year      = {2013},
  url       = {https://proceedings.neurips.cc/paper/2013/hash/f9a40a4780f5e1306c46f1c8daecee3b-Abstract.html},
  timestamp = {Mon, 16 May 2022 15:41:51 +0200},
  biburl    = {https://dblp.org/rec/conf/nips/ArcherPP13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ParkAPP13,
  author    = {Il Memming Park and
               Evan Archer and
               Nicholas Priebe and
               Jonathan W. Pillow},
  editor    = {Christopher J. C. Burges and
               L{\'{e}}on Bottou and
               Zoubin Ghahramani and
               Kilian Q. Weinberger},
  title     = {Spectral methods for neural characterization using generalized quadratic
               models},
  booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
               Conference on Neural Information Processing Systems 2013. Proceedings
               of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
  pages     = {2454--2462},
  year      = {2013},
  url       = {https://proceedings.neurips.cc/paper/2013/hash/a8240cb8235e9c493a0c30607586166c-Abstract.html},
  timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/nips/ParkAPP13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ParkALP13,
  author    = {Il Memming Park and
               Evan Archer and
               Kenneth W. Latimer and
               Jonathan W. Pillow},
  editor    = {Christopher J. C. Burges and
               L{\'{e}}on Bottou and
               Zoubin Ghahramani and
               Kilian Q. Weinberger},
  title     = {Universal models for binary spike patterns using centered Dirichlet
               processes},
  booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
               Conference on Neural Information Processing Systems 2013. Proceedings
               of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
  pages     = {2463--2471},
  year      = {2013},
  url       = {https://proceedings.neurips.cc/paper/2013/hash/6e7d2da6d3953058db75714ac400b584-Abstract.html},
  timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/nips/ParkALP13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-0328,
  author    = {Evan Archer and
               Il Memming Park and
               Jonathan W. Pillow},
  title     = {Bayesian Entropy Estimation for Countable Discrete Distributions},
  journal   = {CoRR},
  volume    = {abs/1302.0328},
  year      = {2013},
  url       = {http://arxiv.org/abs/1302.0328},
  eprinttype = {arXiv},
  eprint    = {1302.0328},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1302-0328.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ParkSV13,
  author    = {Il Memming Park and
               Sohan Seth and
               Steven Van Vaerenbergh},
  title     = {Bayesian Extensions of Kernel Least Mean Squares},
  journal   = {CoRR},
  volume    = {abs/1310.5347},
  year      = {2013},
  url       = {http://arxiv.org/abs/1310.5347},
  eprinttype = {arXiv},
  eprint    = {1310.5347},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/ParkSV13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ParkSRP12,
  author    = {Il Memming Park and
               Sohan Seth and
               Murali Rao and
               Jos{\'{e}} C. Pr{\'{\i}}ncipe},
  title     = {Strictly Positive-Definite Spike Train Kernels for Point-Process Divergences},
  journal   = {Neural Comput.},
  volume    = {24},
  number    = {8},
  pages     = {2223--2250},
  year      = {2012},
  url       = {https://doi.org/10.1162/NECO\_a\_00309},
  doi       = {10.1162/NECO\_a\_00309},
  timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/neco/ParkSRP12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ArcherPP12,
  author    = {Evan Archer and
               Il Memming Park and
               Jonathan W. Pillow},
  editor    = {Peter L. Bartlett and
               Fernando C. N. Pereira and
               Christopher J. C. Burges and
               L{\'{e}}on Bottou and
               Kilian Q. Weinberger},
  title     = {Bayesian estimation of discrete entropy with mixtures of stick-breaking
               priors},
  booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
               Conference on Neural Information Processing Systems 2012. Proceedings
               of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
  pages     = {2024--2032},
  year      = {2012},
  url       = {https://proceedings.neurips.cc/paper/2012/hash/0b8aff0438617c055eb55f0ba5d226fa-Abstract.html},
  timestamp = {Mon, 16 May 2022 15:41:51 +0200},
  biburl    = {https://dblp.org/rec/conf/nips/ArcherPP12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-2143,
  author    = {Il Memming Park and
               Marcel Nassar and
               Mijung Park},
  title     = {Active Bayesian Optimization: Minimizing Minimizer Entropy},
  journal   = {CoRR},
  volume    = {abs/1202.2143},
  year      = {2012},
  url       = {http://arxiv.org/abs/1202.2143},
  eprinttype = {arXiv},
  eprint    = {1202.2143},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1202-2143.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/SethRPP11,
  author    = {Sohan Seth and
               Murali Rao and
               Il Park and
               Jos{\'{e}} C. Pr{\'{\i}}ncipe},
  title     = {A Unified Framework for Quadratic Measures of Independence},
  journal   = {{IEEE} Trans. Signal Process.},
  volume    = {59},
  number    = {8},
  pages     = {3624--3635},
  year      = {2011},
  url       = {https://doi.org/10.1109/TSP.2011.2153197},
  doi       = {10.1109/TSP.2011.2153197},
  timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tsp/SethRPP11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ParkSRP11,
  author    = {Il Park and
               Sohan Seth and
               Murali Rao and
               Jos{\'{e}} Carlos Pr{\'{\i}}ncipe},
  title     = {Estimation of symmetric chi-square divergence for point processes},
  booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
               and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
               Center, Prague, Czech Republic},
  pages     = {2016--2019},
  publisher = {{IEEE}},
  year      = {2011},
  url       = {https://doi.org/10.1109/ICASSP.2011.5946907},
  doi       = {10.1109/ICASSP.2011.5946907},
  timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/icassp/ParkSRP11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/LiPSCFSP11,
  author    = {Lin Li and
               Il Memming Park and
               Sohan Seth and
               John S. Choi and
               Joseph T. Francis and
               Justin C. Sanchez and
               Jos{\'{e}} C. Pr{\'{\i}}ncipe},
  title     = {An adaptive decoder from spike trains to micro-stimulation using kernel
               least-mean-squares {(KLMS)}},
  booktitle = {2011 {IEEE} International Workshop on Machine Learning for Signal
               Processing, {MLSP} 2011, Beijing, China, September 18-21, 2011},
  pages     = {1--6},
  publisher = {{IEEE}},
  year      = {2011},
  url       = {https://doi.org/10.1109/MLSP.2011.6064603},
  doi       = {10.1109/MLSP.2011.6064603},
  timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
  biburl    = {https://dblp.org/rec/conf/mlsp/LiPSCFSP11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ParkP11,
  author    = {Il Memming Park and
               Jonathan W. Pillow},
  editor    = {John Shawe{-}Taylor and
               Richard S. Zemel and
               Peter L. Bartlett and
               Fernando C. N. Pereira and
               Kilian Q. Weinberger},
  title     = {Bayesian Spike-Triggered Covariance Analysis},
  booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
               Conference on Neural Information Processing Systems 2011. Proceedings
               of a meeting held 12-14 December 2011, Granada, Spain},
  pages     = {1692--1700},
  year      = {2011},
  url       = {https://proceedings.neurips.cc/paper/2011/hash/6395ebd0f4b478145ecfbaf939454fa4-Abstract.html},
  timestamp = {Mon, 16 May 2022 15:41:51 +0200},
  biburl    = {https://dblp.org/rec/conf/nips/ParkP11.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/PaivaPP10,
  author    = {Ant{\'{o}}nio R. C. Paiva and
               Il Park and
               Jos{\'{e}} C. Pr{\'{\i}}ncipe},
  title     = {A comparison of binless spike train measures},
  journal   = {Neural Comput. Appl.},
  volume    = {19},
  number    = {3},
  pages     = {405--419},
  year      = {2010},
  url       = {https://doi.org/10.1007/s00521-009-0307-6},
  doi       = {10.1007/s00521-009-0307-6},
  timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/nca/PaivaPP10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ParkP10,
  author    = {Il Park and
               Jos{\'{e}} C. Pr{\'{\i}}ncipe},
  title     = {Quantification of inter-trial non-stationarity in spike trains from
               periodically stimulated neural cultures},
  booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
               and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas
               Hotel, Dallas, Texas, {USA}},
  pages     = {5442--5445},
  publisher = {{IEEE}},
  year      = {2010},
  url       = {https://doi.org/10.1109/ICASSP.2010.5494920},
  doi       = {10.1109/ICASSP.2010.5494920},
  timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/icassp/ParkP10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SethPBSCFP10,
  author    = {Sohan Seth and
               Il Memming Park and
               Austin J. Brockmeier and
               Mulugeta Semework and
               John S. Choi and
               Joseph T. Francis and
               Jos{\'{e}} Carlos Pr{\'{\i}}ncipe},
  editor    = {John D. Lafferty and
               Christopher K. I. Williams and
               John Shawe{-}Taylor and
               Richard S. Zemel and
               Aron Culotta},
  title     = {A novel family of non-parametric cumulative based divergences for
               point processes},
  booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
               Conference on Neural Information Processing Systems 2010. Proceedings
               of a meeting held 6-9 December 2010, Vancouver, British Columbia,
               Canada},
  pages     = {2119--2127},
  publisher = {Curran Associates, Inc.},
  year      = {2010},
  url       = {https://proceedings.neurips.cc/paper/2010/hash/912d2b1c7b2826caf99687388d2e8f7c-Abstract.html},
  timestamp = {Mon, 16 May 2022 15:41:51 +0200},
  biburl    = {https://dblp.org/rec/conf/nips/SethPBSCFP10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/10/XuJPP10,
  author    = {Jian{-}Wu Xu and
               Robert Jenssen and
               Ant{\'{o}}nio R. C. Paiva and
               Il Park},
  editor    = {Jos{\'{e}} C. Pr{\'{\i}}ncipe},
  title     = {A Reproducing Kernel Hilbert Space Framework for {ITL}},
  booktitle = {Information Theoretic Learning - Renyi's Entropy and Kernel Perspectives},
  pages     = {351--384},
  publisher = {Springer},
  year      = {2010},
  url       = {https://doi.org/10.1007/978-1-4419-1570-2\_9},
  doi       = {10.1007/978-1-4419-1570-2\_9},
  timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/books/sp/10/XuJPP10.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biosystems/DockendorfPHPD09,
  author    = {Karl P. Dockendorf and
               Il Park and
               Ping He and
               Jos{\'{e}} C. Pr{\'{\i}}ncipe and
               Thomas B. DeMarse},
  title     = {Liquid state machines and cultured cortical networks: The separation
               property},
  journal   = {Biosyst.},
  volume    = {95},
  number    = {2},
  pages     = {90--97},
  year      = {2009},
  url       = {https://doi.org/10.1016/j.biosystems.2008.08.001},
  doi       = {10.1016/j.biosystems.2008.08.001},
  timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/biosystems/DockendorfPHPD09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/PaivaPP09,
  author    = {Ant{\'{o}}nio R. C. Paiva and
               Il Park and
               Jos{\'{e}} C. Pr{\'{\i}}ncipe},
  title     = {A Reproducing Kernel Hilbert Space Framework for Spike Train Signal
               Processing},
  journal   = {Neural Comput.},
  volume    = {21},
  number    = {2},
  pages     = {424--449},
  year      = {2009},
  url       = {https://doi.org/10.1162/neco.2008.09-07-614},
  doi       = {10.1162/neco.2008.09-07-614},
  timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/neco/PaivaPP09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiuPP09,
  author    = {Weifeng Liu and
               Il Park and
               Jos{\'{e}} C. Pr{\'{\i}}ncipe},
  title     = {An Information Theoretic Approach of Designing Sparse Kernel Adaptive
               Filters},
  journal   = {{IEEE} Trans. Neural Networks},
  volume    = {20},
  number    = {12},
  pages     = {1950--1961},
  year      = {2009},
  url       = {https://doi.org/10.1109/TNN.2009.2033676},
  doi       = {10.1109/TNN.2009.2033676},
  timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tnn/LiuPP09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/LiuPWP09,
  author    = {Weifeng Liu and
               Il Park and
               Yiwen Wang and
               Jos{\'{e}} C. Pr{\'{\i}}ncipe},
  title     = {Extended kernel recursive least squares algorithm},
  journal   = {{IEEE} Trans. Signal Process.},
  volume    = {57},
  number    = {10},
  pages     = {3801--3814},
  year      = {2009},
  url       = {https://doi.org/10.1109/TSP.2009.2022007},
  doi       = {10.1109/TSP.2009.2022007},
  timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tsp/LiuPWP09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SethPP09,
  author    = {Sohan Seth and
               Il Park and
               Jos{\'{e}} C. Pr{\'{\i}}ncipe},
  title     = {A new nonparametric measure of conditional independence},
  booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
               and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
  pages     = {2981--2984},
  publisher = {{IEEE}},
  year      = {2009},
  url       = {https://doi.org/10.1109/ICASSP.2009.4960250},
  doi       = {10.1109/ICASSP.2009.4960250},
  timestamp = {Fri, 19 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/icassp/SethPP09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/XuPPP08,
  author    = {Jian{-}Wu Xu and
               Ant{\'{o}}nio R. C. Paiva and
               Il Park and
               Jos{\'{e}} Carlos Pr{\'{\i}}ncipe},
  title     = {A Reproducing Kernel Hilbert Space Framework for Information-Theoretic
               Learning},
  journal   = {{IEEE} Trans. Signal Process.},
  volume    = {56},
  number    = {12},
  pages     = {5891--5902},
  year      = {2008},
  url       = {https://doi.org/10.1109/TSP.2008.2005085},
  doi       = {10.1109/TSP.2008.2005085},
  timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tsp/XuPPP08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ParkP08,
  author    = {Il Park and
               Jos{\'{e}} Carlos Pr{\'{\i}}ncipe},
  title     = {Correntropy based Granger causality},
  booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
               and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
               Palace, Las Vegas, Nevada, {USA}},
  pages     = {3605--3608},
  publisher = {{IEEE}},
  year      = {2008},
  url       = {https://doi.org/10.1109/ICASSP.2008.4518432},
  doi       = {10.1109/ICASSP.2008.4518432},
  timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/icassp/ParkP08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PaivaPP08,
  author    = {Ant{\'{o}}nio R. C. Paiva and
               Il Park and
               Jos{\'{e}} C. Pr{\'{\i}}ncipe},
  title     = {Reproducing kernel Hilbert spaces for spike train analysis},
  booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
               and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
               Palace, Las Vegas, Nevada, {USA}},
  pages     = {5212--5215},
  publisher = {{IEEE}},
  year      = {2008},
  url       = {https://doi.org/10.1109/ICASSP.2008.4518834},
  doi       = {10.1109/ICASSP.2008.4518834},
  timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/icassp/PaivaPP08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/PaivaRPP07,
  author    = {Ant{\'{o}}nio R. C. Paiva and
               Sudhir Rao and
               Il Park and
               Jos{\'{e}} C. Pr{\'{\i}}ncipe},
  title     = {Spectral Clustering of Synchronous Spike Trains},
  booktitle = {Proceedings of the International Joint Conference on Neural Networks,
               {IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
               USA, August 12-17, 2007},
  pages     = {1831--1835},
  publisher = {{IEEE}},
  year      = {2007},
  url       = {https://doi.org/10.1109/IJCNN.2007.4371236},
  doi       = {10.1109/IJCNN.2007.4371236},
  timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl    = {https://dblp.org/rec/conf/ijcnn/PaivaRPP07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ParkPPH07,
  author    = {Il Park and
               Ant{\'{o}}nio R. C. Paiva and
               Jos{\'{e}} C. Pr{\'{\i}}ncipe and
               John G. Harris},
  title     = {A Closed Form Solution for Multiple-Input Spike Based Adaptive Filters},
  booktitle = {Proceedings of the International Joint Conference on Neural Networks,
               {IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
               USA, August 12-17, 2007},
  pages     = {2064--2068},
  publisher = {{IEEE}},
  year      = {2007},
  url       = {https://doi.org/10.1109/IJCNN.2007.4371276},
  doi       = {10.1109/IJCNN.2007.4371276},
  timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/ijcnn/ParkPPH07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ParkXDP06,
  author    = {Il Park and
               Dongming Xu and
               Thomas B. DeMarse and
               Jos{\'{e}} C. Pr{\'{\i}}ncipe},
  title     = {Modeling of Synchronized Burst in Dissociated Cortical Tissue: An
               Exploration of Parameter Space},
  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     = {581--586},
  publisher = {{IEEE}},
  year      = {2006},
  url       = {https://doi.org/10.1109/IJCNN.2006.246734},
  doi       = {10.1109/IJCNN.2006.246734},
  timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
  biburl    = {https://dblp.org/rec/conf/ijcnn/ParkXDP06.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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