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ORCIDBibTeX records: Alexander Genkin
@article{DBLP:journals/corr/abs-2401-01489,
author = {Jason Moore and
Alexander Genkin and
Magnus Tournoy and
Joshua Pughe{-}Sanford and
Robert R. de Ruyter van Steveninck and
Dmitri B. Chklovskii},
title = {The Neuron as a Direct Data-Driven Controller},
journal = {CoRR},
volume = {abs/2401.01489},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.01489},
doi = {10.48550/ARXIV.2401.01489},
eprinttype = {arXiv},
eprint = {2401.01489},
timestamp = {Thu, 25 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-01489.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GenkinLGTC22,
author = {Alexander Genkin and
David Lipshutz and
Siavash Golkar and
Tiberiu Tesileanu and
Dmitri B. Chklovskii},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Biological Learning of Irreducible Representations of Commuting Transformations},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/834f4c0b8d241b4943a9dcb77fd85675-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GenkinLGTC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FriedrichGFGSC21,
author = {Johannes Friedrich and
Siavash Golkar and
Shiva Farashahi and
Alexander Genkin and
Anirvan M. Sengupta and
Dmitri B. Chklovskii},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Neural optimal feedback control with local learning rules},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {16358--16370},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/88591b4d3219675bdeb33584b755f680-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/FriedrichGFGSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-06920,
author = {Johannes Friedrich and
Siavash Golkar and
Shiva Farashahi and
Alexander Genkin and
Anirvan M. Sengupta and
Dmitri B. Chklovskii},
title = {Neural optimal feedback control with local learning rules},
journal = {CoRR},
volume = {abs/2111.06920},
year = {2021},
url = {https://arxiv.org/abs/2111.06920},
eprinttype = {arXiv},
eprint = {2111.06920},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-06920.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GenkinSC19,
author = {Alexander Genkin and
Anirvan M. Sengupta and
Dmitri B. Chklovskii},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {A Neural Network for Semi-supervised Learning on Manifolds},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Theoretical
Neural Computation - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {11727},
pages = {375--386},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30487-4\_30},
doi = {10.1007/978-3-030-30487-4\_30},
timestamp = {Sat, 19 Oct 2019 20:11:53 +0200},
biburl = {https://dblp.org/rec/conf/icann/GenkinSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-08145,
author = {Alexander Genkin and
Anirvan M. Sengupta and
Dmitri B. Chklovskii},
title = {A Neural Network for Semi-Supervised Learning on Manifolds},
journal = {CoRR},
volume = {abs/1908.08145},
year = {2019},
url = {http://arxiv.org/abs/1908.08145},
eprinttype = {arXiv},
eprint = {1908.08145},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-08145.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SenguptaPTGC18,
author = {Anirvan M. Sengupta and
Cengiz Pehlevan and
Mariano Tepper and
Alexander Genkin and
Dmitri B. Chklovskii},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving
Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {7080--7090},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/ee14c41e92ec5c97b54cf9b74e25bd99-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SenguptaPTGC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/PehlevanGC17,
author = {Cengiz Pehlevan and
Alexander Genkin and
Dmitri B. Chklovskii},
editor = {Michael B. Matthews},
title = {A clustering neural network model of insect olfaction},
booktitle = {51st Asilomar Conference on Signals, Systems, and Computers, {ACSSC}
2017, Pacific Grove, CA, USA, October 29 - November 1, 2017},
pages = {593--600},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ACSSC.2017.8335410},
doi = {10.1109/ACSSC.2017.8335410},
timestamp = {Mon, 09 Aug 2021 14:54:04 +0200},
biburl = {https://dblp.org/rec/conf/acssc/PehlevanGC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TrofimovG16,
author = {Ilya Trofimov and
Alexander Genkin},
title = {Distributed Coordinate Descent for Generalized Linear Models with
Regularization},
journal = {CoRR},
volume = {abs/1611.02101},
year = {2016},
url = {http://arxiv.org/abs/1611.02101},
eprinttype = {arXiv},
eprint = {1611.02101},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TrofimovG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aist/TrofimovG15,
author = {Ilya Trofimov and
Alexander Genkin},
editor = {Mikhail Yu. Khachay and
Natalia Konstantinova and
Alexander Panchenko and
Dmitry I. Ignatov and
Valeri G. Labunets},
title = {Distributed Coordinate Descent for L1-regularized Logistic Regression},
booktitle = {Analysis of Images, Social Networks and Texts - 4th International
Conference, {AIST} 2015, Yekaterinburg, Russia, April 9-11, 2015,
Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {542},
pages = {243--254},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-26123-2\_24},
doi = {10.1007/978-3-319-26123-2\_24},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aist/TrofimovG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TrofimovG14,
author = {Ilya Trofimov and
Alexander Genkin},
title = {Distributed Coordinate Descent for L1-regularized Logistic Regression},
journal = {CoRR},
volume = {abs/1411.6520},
year = {2014},
url = {http://arxiv.org/abs/1411.6520},
eprinttype = {arXiv},
eprint = {1411.6520},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TrofimovG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/HuTPGC13,
author = {Tao Hu and
Zaid J. Towfic and
Cengiz Pehlevan and
Alex V. Genkin and
Dmitri B. Chklovskii},
editor = {Michael B. Matthews},
title = {A neuron as a signal processing device},
booktitle = {2013 Asilomar Conference on Signals, Systems and Computers, Pacific
Grove, CA, USA, November 3-6, 2013},
pages = {362--366},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ACSSC.2013.6810296},
doi = {10.1109/ACSSC.2013.6810296},
timestamp = {Mon, 23 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acssc/HuTPGC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/HuGC12,
author = {Tao Hu and
Alexander Genkin and
Dmitri B. Chklovskii},
title = {A Network of Spiking Neurons for Computing Sparse Representations
in an Energy-Efficient Way},
journal = {Neural Comput.},
volume = {24},
number = {11},
pages = {2852--2872},
year = {2012},
url = {https://doi.org/10.1162/NECO\_a\_00353},
doi = {10.1162/NECO\_A\_00353},
timestamp = {Mon, 23 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/HuGC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-1530,
author = {Tao Hu and
Alexander Genkin and
Dmitri B. Chklovskii},
title = {A network of spiking neurons for computing sparse representations
in an energy efficient way},
journal = {CoRR},
volume = {abs/1210.1530},
year = {2012},
url = {http://arxiv.org/abs/1210.1530},
eprinttype = {arXiv},
eprint = {1210.1530},
timestamp = {Mon, 23 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-1530.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/VeeraraghavanGVSXHFCKC10,
author = {Ashok Veeraraghavan and
Alex V. Genkin and
Shiv Naga Prasad Vitaladevuni and
Lou Scheffer and
Shan Xu and
Harald F. Hess and
Richard Fetter and
Marco Cantoni and
Graham Knott and
Dmitri B. Chklovskii},
title = {Increasing depth resolution of electron microscopy of neural circuits
using sparse tomographic reconstruction},
booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
pages = {1767--1774},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CVPR.2010.5539846},
doi = {10.1109/CVPR.2010.5539846},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/VeeraraghavanGVSXHFCKC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/technometrics/GenkinLM07,
author = {Alexander Genkin and
David D. Lewis and
David Madigan},
title = {Large-Scale Bayesian Logistic Regression for Text Categorization},
journal = {Technometrics},
volume = {49},
number = {3},
pages = {291--304},
year = {2007},
url = {https://doi.org/10.1198/004017007000000245},
doi = {10.1198/004017007000000245},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/technometrics/GenkinLM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/DayanikLMMG06,
author = {Aynur A. Dayanik and
David D. Lewis and
David Madigan and
Vladimir Menkov and
Alexander Genkin},
editor = {Efthimis N. Efthimiadis and
Susan T. Dumais and
David Hawking and
Kalervo J{\"{a}}rvelin},
title = {Constructing informative prior distributions from domain knowledge
in text classification},
booktitle = {{SIGIR} 2006: Proceedings of the 29th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, Seattle,
Washington, USA, August 6-11, 2006},
pages = {493--500},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1148170.1148255},
doi = {10.1145/1148170.1148255},
timestamp = {Wed, 14 Nov 2018 10:58:10 +0100},
biburl = {https://dblp.org/rec/conf/sigir/DayanikLMMG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trec/DayanikGKLM05,
author = {Aynur A. Dayanik and
Alexander Genkin and
Paul B. Kantor and
David D. Lewis and
David Madigan},
editor = {Ellen M. Voorhees and
Lori P. Buckland},
title = {{DIMACS} at the {TREC} 2005 Genomics Track},
booktitle = {Proceedings of the Fourteenth Text REtrieval Conference, {TREC} 2005,
Gaithersburg, Maryland, USA, November 15-18, 2005},
series = {{NIST} Special Publication},
volume = {500-266},
publisher = {National Institute of Standards and Technology {(NIST)}},
year = {2005},
url = {http://trec.nist.gov/pubs/trec14/papers/rutgersu-dimacs.geo.pdf},
timestamp = {Wed, 07 Jul 2021 16:44:22 +0200},
biburl = {https://dblp.org/rec/conf/trec/DayanikGKLM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trec/DayanikFGKMLM04,
author = {Aynur A. Dayanik and
Dmitriy Fradkin and
Alexander Genkin and
Paul B. Kantor and
David Madigan and
David D. Lewis and
Vladimir Menkov},
editor = {Ellen M. Voorhees and
Lori P. Buckland},
title = {{DIMACS} at the {TREC} 2004 Genomics Track},
booktitle = {Proceedings of the Thirteenth Text REtrieval Conference, {TREC} 2004,
Gaithersburg, Maryland, USA, November 16-19, 2004},
series = {{NIST} Special Publication},
volume = {500-261},
publisher = {National Institute of Standards and Technology {(NIST)}},
year = {2004},
url = {http://trec.nist.gov/pubs/trec13/papers/rutgers-dayanik.geo.pdf},
timestamp = {Wed, 07 Jul 2021 16:44:22 +0200},
biburl = {https://dblp.org/rec/conf/trec/DayanikFGKMLM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/GenkinKM02,
author = {Alexander Genkin and
Casimir A. Kulikowski and
Ilya B. Muchnik},
title = {Set covering submodular maximization: An optimal algorithm for data
mining in bioinformatics and medical informatics},
journal = {J. Intell. Fuzzy Syst.},
volume = {12},
number = {1},
pages = {5--17},
year = {2002},
url = {http://content.iospress.com/articles/journal-of-intelligent-and-fuzzy-systems/ifs00162},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/GenkinKM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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