BibTeX records: Il Park 0002

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@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/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},
  archivePrefix = {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},
  archivePrefix = {arXiv},
  eprint    = {1906.01549},
  timestamp = {Wed, 11 Sep 2019 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},
  archivePrefix = {arXiv},
  eprint    = {1810.03785},
  timestamp = {Wed, 06 May 2020 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},
  archivePrefix = {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 Computation},
  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 = {Wed, 11 Sep 2019 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       = {http://papers.nips.cc/paper/6543-interpretable-nonlinear-dynamic-modeling-of-neural-trajectories},
  timestamp = {Fri, 06 Mar 2020 17:00:15 +0100},
  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       = {http://papers.nips.cc/paper/5962-convolutional-spike-triggered-covariance-analysis-for-neural-subunit-models},
  timestamp = {Fri, 06 Mar 2020 16:56:52 +0100},
  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       = {http://dl.acm.org/citation.cfm?id=2697056},
  timestamp = {Wed, 10 Jul 2019 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       = {http://papers.nips.cc/paper/4873-bayesian-entropy-estimation-for-binary-spike-train-data-using-parametric-prior-knowledge},
  timestamp = {Fri, 06 Mar 2020 16:56:44 +0100},
  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       = {http://papers.nips.cc/paper/4993-spectral-methods-for-neural-characterization-using-generalized-quadratic-models},
  timestamp = {Fri, 06 Mar 2020 16:56:44 +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       = {http://papers.nips.cc/paper/5050-universal-models-for-binary-spike-patterns-using-centered-dirichlet-processes},
  timestamp = {Fri, 06 Mar 2020 16:56:44 +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},
  archivePrefix = {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},
  archivePrefix = {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 Computation},
  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 = {Wed, 14 Nov 2018 00:00:00 +0100},
  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       = {http://papers.nips.cc/paper/4521-bayesian-estimation-of-discrete-entropy-with-mixtures-of-stick-breaking-priors},
  timestamp = {Fri, 06 Mar 2020 16:56:56 +0100},
  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},
  archivePrefix = {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       = {http://papers.nips.cc/paper/4411-bayesian-spike-triggered-covariance-analysis},
  timestamp = {Fri, 06 Mar 2020 16:56:01 +0100},
  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 Computing and Applications},
  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, 08 Jun 2017 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       = {http://papers.nips.cc/paper/4126-a-novel-family-of-non-parametric-cumulative-based-divergences-for-point-processes},
  timestamp = {Fri, 06 Mar 2020 16:57:41 +0100},
  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 Computation},
  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 = {Wed, 14 Nov 2018 00:00:00 +0100},
  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 = {Wed, 16 Oct 2019 14:14:55 +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 = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl    = {https://dblp.org/rec/conf/ijcnn/ParkXDP06.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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