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ORCIDBibTeX records: Todd K. Leen
@article{DBLP:journals/pami/SouratiAELD18,
author = {Jamshid Sourati and
Murat Ak{\c{c}}akaya and
Deniz Erdogmus and
Todd K. Leen and
Jennifer G. Dy},
title = {A Probabilistic Active Learning Algorithm Based on Fisher Information
Ratio},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {40},
number = {8},
pages = {2023--2029},
year = {2018},
url = {https://doi.org/10.1109/TPAMI.2017.2743707},
doi = {10.1109/TPAMI.2017.2743707},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/SouratiAELD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SouratiALED17,
author = {Jamshid Sourati and
Murat Ak{\c{c}}akaya and
Todd K. Leen and
Deniz Erdogmus and
Jennifer G. Dy},
title = {Asymptotic Analysis of Objectives Based on Fisher Information in Active
Learning},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {34:1--34:41},
year = {2017},
url = {https://jmlr.org/papers/v18/15-104.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SouratiALED17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/SouratiADLE16,
author = {Jamshid Sourati and
Murat Ak{\c{c}}akaya and
Jennifer G. Dy and
Todd K. Leen and
Deniz Erdogmus},
title = {Classification Active Learning Based on Mutual Information},
journal = {Entropy},
volume = {18},
number = {2},
pages = {51},
year = {2016},
url = {https://doi.org/10.3390/e18020051},
doi = {10.3390/E18020051},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/SouratiADLE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/SouratiKADLE16,
author = {Jamshid Sourati and
Steven C. Kazmierczak and
Murat Ak{\c{c}}akaya and
Jennifer G. Dy and
Todd K. Leen and
Deniz Erdogmus},
title = {Assessing subsets of analytes in context of detecting laboratory errors},
booktitle = {38th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2016, Orlando, FL, USA, August
16-20, 2016},
pages = {5793--5796},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/EMBC.2016.7592044},
doi = {10.1109/EMBC.2016.7592044},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/SouratiKADLE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SouratiALED16,
author = {Jamshid Sourati and
Murat Ak{\c{c}}akaya and
Todd K. Leen and
Deniz Erdogmus and
Jennifer G. Dy},
title = {Asymptotic Analysis of Objectives based on Fisher Information in Active
Learning},
journal = {CoRR},
volume = {abs/1605.08798},
year = {2016},
url = {http://arxiv.org/abs/1605.08798},
eprinttype = {arXiv},
eprint = {1605.08798},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SouratiALED16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SouratiEAKL15,
author = {Jamshid Sourati and
Deniz Erdogmus and
Murat Ak{\c{c}}akaya and
Steven C. Kazmierczak and
Todd K. Leen},
editor = {Deniz Erdogmus and
Murat Ak{\c{c}}akaya and
Suleyman Serdar Kozat and
Jan Larsen},
title = {A novel delta check method for detecting laboratory errors},
booktitle = {25th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2015, Boston, MA, USA, September 17-20, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/MLSP.2015.7324343},
doi = {10.1109/MLSP.2015.7324343},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/SouratiEAKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/LeenF12,
author = {Todd K. Leen and
Robert Friel},
title = {Stochastic Perturbation Methods for Spike-Timing-Dependent Plasticity},
journal = {Neural Comput.},
volume = {24},
number = {5},
pages = {1109--1146},
year = {2012},
url = {https://doi.org/10.1162/NECO\_a\_00267},
doi = {10.1162/NECO\_A\_00267},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/LeenF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/LeenFN12,
author = {Todd K. Leen and
Robert Friel and
David Nielsen},
title = {Approximating distributions in stochastic learning},
journal = {Neural Networks},
volume = {32},
pages = {219--228},
year = {2012},
url = {https://doi.org/10.1016/j.neunet.2012.02.006},
doi = {10.1016/J.NEUNET.2012.02.006},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/LeenFN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/LeenEK12,
author = {Todd K. Leen and
Deniz Erdogmus and
Steven C. Kazmierczak},
title = {Statistical error detection for clinical laboratory tests},
booktitle = {Annual International Conference of the {IEEE} Engineering in Medicine
and Biology Society, {EMBC} 2012, San Diego, CA, USA, August 28 -
September 1, 2012},
pages = {2720--2723},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/EMBC.2012.6346526},
doi = {10.1109/EMBC.2012.6346526},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/LeenEK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/LuLK11,
author = {Zhengdong Lu and
Todd K. Leen and
Jeffrey A. Kaye},
title = {Kernels for Longitudinal Data with Variable Sequence Length and Sampling
Intervals},
journal = {Neural Comput.},
volume = {23},
number = {9},
pages = {2390--2420},
year = {2011},
url = {https://doi.org/10.1162/NECO\_a\_00164},
doi = {10.1162/NECO\_A\_00164},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/LuLK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LeenF11,
author = {Todd K. Leen and
Robert Friel},
title = {Perturbation theory for stochastic learning dynamics},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {2031--2038},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033476},
doi = {10.1109/IJCNN.2011.6033476},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LeenF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/RobertsL10,
author = {Patrick D. Roberts and
Todd K. Leen},
title = {Anti-Hebbian Spike-Timing-Dependent Plasticity and Adaptive Sensory
Processing},
journal = {Frontiers Comput. Neurosci.},
volume = {4},
pages = {156},
year = {2010},
url = {https://doi.org/10.3389/fncom.2010.00156},
doi = {10.3389/FNCOM.2010.00156},
timestamp = {Sat, 23 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/RobertsL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/PavelJHLHVLO10,
author = {Misha Pavel and
Holly Br{\"{u}}gge Jimison and
Tamara L. Hayes and
Nicole Larimer and
Stuart Hagler and
Yves Vimegnon and
Todd K. Leen and
Umut Ozertem},
editor = {Charles Safran and
Shane R. Reti and
Heimar F. Marin},
title = {Optimizing Medication Reminders Using a Decision-Theoretic Framework},
booktitle = {{MEDINFO} 2010 - Proceedings of the 13th World Congress on Medical
Informatics, Cape Town, South Africa, September 12-15, 2010},
series = {Studies in Health Technology and Informatics},
volume = {160},
pages = {791--795},
publisher = {{IOS} Press},
year = {2010},
url = {https://doi.org/10.3233/978-1-60750-588-4-791},
doi = {10.3233/978-1-60750-588-4-791},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/PavelJHLHVLO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssw/KainL10,
author = {Alexander Kain and
Todd K. Leen},
editor = {Yoshinori Sagisaka and
Keiichi Tokuda},
title = {Compression of line spectral frequency parameters using the asynchronous
interpolation model},
booktitle = {The Seventh {ISCA} Tutorial and Research Workshop on Speech Synthesis,
{SSW} 2010, Kyoto, Japan, September 22-24, 2010},
pages = {49--54},
publisher = {{ISCA}},
year = {2010},
url = {https://www.isca-archive.org/ssw\_2010/kain10\_ssw.html},
timestamp = {Fri, 02 Aug 2024 09:01:35 +0200},
biburl = {https://dblp.org/rec/conf/ssw/KainL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HuangELL08,
author = {Yonghong Huang and
Deniz Erdogmus and
Zhengdong Lu and
Todd K. Leen},
title = {Detecting mild cognitive loss with continuous monitoring of medication
adherence},
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 = {609--612},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4517683},
doi = {10.1109/ICASSP.2008.4517683},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HuangELL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LuLHE08,
author = {Zhengdong Lu and
Todd K. Leen and
Yonghong Huang and
Deniz Erdogmus},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {A reproducing kernel Hilbert space framework for pairwise time series
distances},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {624--631},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390235},
doi = {10.1145/1390156.1390235},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LuLHE08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LuLK08,
author = {Zhengdong Lu and
Todd K. Leen and
Jeffrey A. Kaye},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Hierarchical Fisher Kernels for Longitudinal Data},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1961--1968},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/24b16fede9a67c9251d3e7c7161c83ac-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LuLK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/LuL07,
author = {Zhengdong Lu and
Todd K. Leen},
title = {Penalized Probabilistic Clustering},
journal = {Neural Comput.},
volume = {19},
number = {6},
pages = {1528--1567},
year = {2007},
url = {https://doi.org/10.1162/neco.2007.19.6.1528},
doi = {10.1162/NECO.2007.19.6.1528},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/LuL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/MerweLLFB07,
author = {Rudolph van der Merwe and
Todd K. Leen and
Zhengdong Lu and
Sergey Frolov and
Ant{\'{o}}nio M. Baptista},
title = {Fast neural network surrogates for very high dimensional physics-based
models in computational oceanography},
journal = {Neural Networks},
volume = {20},
number = {4},
pages = {462--478},
year = {2007},
url = {https://doi.org/10.1016/j.neunet.2007.04.023},
doi = {10.1016/J.NEUNET.2007.04.023},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/MerweLLFB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/MerweLLFB07a,
author = {Rudolph van der Merwe and
Todd K. Leen and
Zhengdong Lu and
Sergey Frolov and
Ant{\'{o}}nio M. Baptista},
title = {Erratum to "Fast neural network surrogates for very high dimensional
physics-based models in computational oceanography" [Neural Netw.
20(4) {(2007)} 462-478]},
journal = {Neural Networks},
volume = {20},
number = {6},
pages = {761--762},
year = {2007},
url = {https://doi.org/10.1016/j.neunet.2007.07.006},
doi = {10.1016/J.NEUNET.2007.07.006},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/MerweLLFB07a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ArcherL04,
author = {Cynthia Archer and
Todd K. Leen},
title = {A generalized Lloyd-type algorithm for adaptive transform coder design},
journal = {{IEEE} Trans. Signal Process.},
volume = {52},
number = {1},
pages = {255--264},
year = {2004},
url = {https://doi.org/10.1109/TSP.2003.819980},
doi = {10.1109/TSP.2003.819980},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ArcherL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LuL04,
author = {Zhengdong Lu and
Todd K. Leen},
title = {Semi-supervised Learning with Penalized Probabilistic Clustering},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {849--856},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/8dc5983b8c4ef1d8fcd5f325f9a65511-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LuL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ArcherLB03,
author = {Cynthia Archer and
Todd K. Leen and
Ant{\'{o}}nio M. Baptista},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Parameterized Novelty Detectors for Environmental Sensor Monitoring},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {619--626},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/30aaf34d6afd4b11cc3b3ac4704c7908-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ArcherLB03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/ArcherL01,
author = {Cynthia Archer and
Todd K. Leen},
title = {The Coding-Optimal Transform},
booktitle = {Data Compression Conference, {DCC} 2001, Snowbird, Utah, USA, March
27-29, 2001},
pages = {381--390},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/DCC.2001.917169},
doi = {10.1109/DCC.2001.917169},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dcc/ArcherL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2000,
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2000},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/2000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ArcherL00,
author = {Cynthia Archer and
Todd K. Leen},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {From Mixtures of Mixtures to Adaptive Transform Coding},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {925--931},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/4888241374e8c62ddd9b4c3cfd091f96-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ArcherL00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/1999,
editor = {Sara A. Solla and
Todd K. Leen and
Klaus{-}Robert M{\"{u}}ller},
title = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference,
Denver, Colorado, USA, November 29 - December 4, 1999]},
publisher = {The {MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/1999},
isbn = {0-262-19450-3},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/1999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/WeiLB99,
author = {Wei Wei and
Todd K. Leen and
Etienne Barnard},
title = {A Fast Histogram-Based Postprocessor That Improves Posterior Probability
Estimates},
journal = {Neural Comput.},
volume = {11},
number = {5},
pages = {1235--1248},
year = {1999},
url = {https://doi.org/10.1162/089976699300016430},
doi = {10.1162/089976699300016430},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/WeiLB99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ArcherL99,
author = {Cynthia Archer and
Todd K. Leen},
title = {Optimal dimension reduction and transform coding with mixture principal
components},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {916--920},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.831075},
doi = {10.1109/IJCNN.1999.831075},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ArcherL99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/HershLRM98,
author = {William R. Hersh and
Todd K. Leen and
P. Steve Rehfuss and
Susan Malveau},
editor = {Branko Cesnik and
Alexa Thorlichen McCray and
Jean{-}Raoul Scherrer},
title = {Automatic Prediction of Trauma Registry Procedure Codes from Emergency
Room Dictations},
booktitle = {{MEDINFO} '98 - 9th World Congress on Medical Informatics, Seoul,
South Korea, August 14-21, 1998},
series = {Studies in Health Technology and Informatics},
volume = {52},
pages = {665--669},
publisher = {{IOS} Press},
year = {1998},
url = {https://doi.org/10.3233/978-1-60750-896-0-665},
doi = {10.3233/978-1-60750-896-0-665},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/HershLRM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SharmaLP98,
author = {Ravi K. Sharma and
Todd K. Leen and
Misha Pavel},
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {Probabilistic Image Sensor Fusion},
booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
pages = {824--830},
publisher = {The {MIT} Press},
year = {1998},
url = {http://papers.nips.cc/paper/1516-probabilistic-image-sensor-fusion},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SharmaLP98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/KambhatlaL97,
author = {Nanda Kambhatla and
Todd K. Leen},
title = {Dimension Reduction by Local Principal Component Analysis},
journal = {Neural Comput.},
volume = {9},
number = {7},
pages = {1493--1516},
year = {1997},
url = {https://doi.org/10.1162/neco.1997.9.7.1493},
doi = {10.1162/NECO.1997.9.7.1493},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/KambhatlaL97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeenSS97,
author = {Todd K. Leen and
Bernhard Schottky and
David Saad},
editor = {Michael I. Jordan and
Michael J. Kearns and
Sara A. Solla},
title = {Two Approaches to Optimal Annealing},
booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference,
Denver, Colorado, USA, 1997]},
pages = {301--307},
publisher = {The {MIT} Press},
year = {1997},
url = {http://papers.nips.cc/paper/1440-two-approaches-to-optimal-annealing},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LeenSS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/OrrL96,
author = {Genevieve B. Orr and
Todd K. Leen},
editor = {Michael Mozer and
Michael I. Jordan and
Thomas Petsche},
title = {Using Curvature Information for Fast Stochastic Search},
booktitle = {Advances in Neural Information Processing Systems 9, NIPS, Denver,
CO, USA, December 2-5, 1996},
pages = {606--612},
publisher = {{MIT} Press},
year = {1996},
url = {http://papers.nips.cc/paper/1227-using-curvature-information-for-fast-stochastic-search},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/OrrL96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Leen95,
author = {Todd K. Leen},
title = {From Data Distributions to Regularization in Invariant Learning},
journal = {Neural Comput.},
volume = {7},
number = {5},
pages = {974--981},
year = {1995},
url = {https://doi.org/10.1162/neco.1995.7.5.974},
doi = {10.1162/NECO.1995.7.5.974},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Leen95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/1994,
editor = {Gerald Tesauro and
David S. Touretzky and
Todd K. Leen},
title = {Advances in Neural Information Processing Systems 7, {[NIPS} Conference,
Denver, Colorado, USA, 1994]},
publisher = {{MIT} Press},
year = {1995},
url = {https://proceedings.neurips.cc/paper/1994},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/1994.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Leen94,
author = {Todd K. Leen},
editor = {Gerald Tesauro and
David S. Touretzky and
Todd K. Leen},
title = {From Data Distributions to Regularization in Invariant Learning},
booktitle = {Advances in Neural Information Processing Systems 7, {[NIPS} Conference,
Denver, Colorado, USA, 1994]},
pages = {223--230},
publisher = {{MIT} Press},
year = {1994},
url = {https://proceedings.neurips.cc/paper\_files/paper/1994/hash/7fa732b517cbed14a48843d74526c11a-Abstract.html},
timestamp = {Wed, 18 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/Leen94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KambhatlaL94,
author = {Nanda Kambhatla and
Todd K. Leen},
editor = {Gerald Tesauro and
David S. Touretzky and
Todd K. Leen},
title = {Classifying with Gaussian Mixtures and Clusters},
booktitle = {Advances in Neural Information Processing Systems 7, {[NIPS} Conference,
Denver, Colorado, USA, 1994]},
pages = {681--688},
publisher = {{MIT} Press},
year = {1994},
url = {https://proceedings.neurips.cc/paper\_files/paper/1994/hash/621461af90cadfdaf0e8d4cc25129f91-Abstract.html},
timestamp = {Wed, 18 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KambhatlaL94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/KambhatlaL93,
author = {Nandakishore Kambhatla and
Todd K. Leen},
title = {Fast nonlinear dimension reduction},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'88),
San Francisco, CA, USA, March 28 - April 1, 1993},
pages = {1213--1218},
publisher = {{IEEE}},
year = {1993},
url = {https://doi.org/10.1109/ICNN.1993.298730},
doi = {10.1109/ICNN.1993.298730},
timestamp = {Wed, 04 Sep 2019 08:33:25 +0200},
biburl = {https://dblp.org/rec/conf/icnn/KambhatlaL93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LevinLM93,
author = {Asriel U. Levin and
Todd K. Leen and
John E. Moody},
editor = {Jack D. Cowan and
Gerald Tesauro and
Joshua Alspector},
title = {Fast Pruning Using Principal Components},
booktitle = {Advances in Neural Information Processing Systems 6, [7th {NIPS} Conference,
Denver, Colorado, USA, 1993]},
pages = {35--42},
publisher = {Morgan Kaufmann},
year = {1993},
url = {http://papers.nips.cc/paper/754-fast-pruning-using-principal-components},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LevinLM93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KambhaltlaL93,
author = {Nanda Kambhatla and
Todd K. Leen},
editor = {Jack D. Cowan and
Gerald Tesauro and
Joshua Alspector},
title = {Fast Non-Linear Dimension Reduction},
booktitle = {Advances in Neural Information Processing Systems 6, [7th {NIPS} Conference,
Denver, Colorado, USA, 1993]},
pages = {152--159},
publisher = {Morgan Kaufmann},
year = {1993},
url = {http://papers.nips.cc/paper/825-fast-non-linear-dimension-reduction},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KambhaltlaL93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeenO93,
author = {Todd K. Leen and
Genevieve B. Orr},
editor = {Jack D. Cowan and
Gerald Tesauro and
Joshua Alspector},
title = {Optimal Stochastic Search and Adaptive Momentum},
booktitle = {Advances in Neural Information Processing Systems 6, [7th {NIPS} Conference,
Denver, Colorado, USA, 1993]},
pages = {477--484},
publisher = {Morgan Kaufmann},
year = {1993},
url = {http://papers.nips.cc/paper/772-optimal-stochastic-search-and-adaptive-momentum},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LeenO93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeenM92,
author = {Todd K. Leen and
John E. Moody},
editor = {Stephen Jose Hanson and
Jack D. Cowan and
C. Lee Giles},
title = {Weight Space Probability Densities in Stochastic Learning: I. Dynamics
and Equilibria},
booktitle = {Advances in Neural Information Processing Systems 5, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 3, 1992]},
pages = {451--458},
publisher = {Morgan Kaufmann},
year = {1992},
url = {http://papers.nips.cc/paper/634-weight-space-probability-densities-in-stochastic-learning-i-dynamics-and-equilibria},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LeenM92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/OrrL92,
author = {Genevieve B. Orr and
Todd K. Leen},
editor = {Stephen Jose Hanson and
Jack D. Cowan and
C. Lee Giles},
title = {Weight Space Probability Densities in Stochastic Learning: {II.} Transients
and Basin Hopping Times},
booktitle = {Advances in Neural Information Processing Systems 5, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 3, 1992]},
pages = {507--514},
publisher = {Morgan Kaufmann},
year = {1992},
url = {http://papers.nips.cc/paper/637-weight-space-probability-densities-in-stochastic-learning-ii-transients-and-basin-hopping-times},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/OrrL92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LeenRH90,
author = {Todd K. Leen and
Mike Rudnick and
Dan Hammerstrom},
title = {Hebbian feature discovery improves classifier efficiency},
booktitle = {{IJCNN} 1990, International Joint Conference on Neural Networks, San
Diego, CA, USA, June 17-21, 1990},
pages = {51--56},
publisher = {{IEEE}},
year = {1990},
url = {https://doi.org/10.1109/IJCNN.1990.137543},
doi = {10.1109/IJCNN.1990.137543},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LeenRH90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Leen90,
author = {Todd K. Leen},
editor = {Richard Lippmann and
John E. Moody and
David S. Touretzky},
title = {Dynamics of Learning in Recurrent Feature-Discovery Networks},
booktitle = {Advances in Neural Information Processing Systems 3, {[NIPS} Conference,
Denver, Colorado, USA, November 26-29, 1990]},
pages = {70--76},
publisher = {Morgan Kaufmann},
year = {1990},
url = {http://papers.nips.cc/paper/319-dynamics-of-learning-in-recurrent-feature-discovery-networks},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Leen90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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