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author Yoshua Bengio <bengioy@iro.umontreal.ca>
date Sat, 29 May 2010 16:56:49 -0400
parents a6d339033d03
children 2dd6e8962df1
comparison
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467:e0e57270b2af 468:d48a7777e4d8
1 %%WARNING: READ THE README FILE BEFORE ANY MODIFICATION!!! 1 %%WARNING: READ THE README FILE BEFORE ANY MODIFICATION!!!
2
3 2
4 3
5 %%submitted papers 4 %%submitted papers
6 %%% 5 %%%
7 6
158 year = "2004", 157 year = "2004",
159 } 158 }
160 @InProceedings{Boufaden+Bengio+Lapalme-2008, 159 @InProceedings{Boufaden+Bengio+Lapalme-2008,
161 author = "N. Boufaden and Y. Bengio and G. Lapalme", 160 author = "N. Boufaden and Y. Bengio and G. Lapalme",
162 booktitle = "{\em TALN'2004}, Traitement Automatique du Langage Naturel.", 161 booktitle = "{\em TALN'2004}, Traitement Automatique du Langage Naturel.",
163 title = "Approche statistique pour le repérage de mots informatifs dans les textes oraux", 162 title = "Approche statistique pour le repérage de mots informatifs dans les textes oraux",
164 year = "2004", 163 year = "2004",
165 } 164 }
166 @InProceedings{Chapados+Bengio-2006, 165 @InProceedings{Chapados+Bengio-2006,
167 author = "N. Chapados and Y. Bengio", 166 author = "N. Chapados and Y. Bengio",
168 booktitle = AI06, 167 booktitle = AI06,
216 title = "The variation of certain speculative prices", 215 title = "The variation of certain speculative prices",
217 journal = "Journal of Business", 216 journal = "Journal of Business",
218 volume = "36", 217 volume = "36",
219 pages = "394--419", 218 pages = "394--419",
220 year = "1963", 219 year = "1963",
221 annote = "Référence pour les distributions stables en finance", 220 annote = "Référence pour les distributions stables en finance",
222 } 221 }
223 222
224 @Article{65a:fam, 223 @Article{65a:fam,
225 author = "E. F. Fama", 224 author = "E. F. Fama",
226 title = "The behavior of stock market prices", 225 title = "The behavior of stock market prices",
227 journal = "Journal of Business", 226 journal = "Journal of Business",
228 volume = "38", 227 volume = "38",
229 pages = "34--105", 228 pages = "34--105",
230 year = "1965", 229 year = "1965",
231 annote = "Autre référence pour les distributions stables en 230 annote = "Autre référence pour les distributions stables en
232 finance", 231 finance",
233 } 232 }
234 233
235 @Article{96a:cor:gon:har, 234 @Article{96a:cor:gon:har,
236 author = "R. M. Corless and G. H. Gonnet and D. E. G. Hare and 235 author = "R. M. Corless and G. H. Gonnet and D. E. G. Hare and
238 title = "On the {Lambert} {W} Function", 237 title = "On the {Lambert} {W} Function",
239 journal = "Advances in Computational Mathematics", 238 journal = "Advances in Computational Mathematics",
240 volume = "5", 239 volume = "5",
241 pages = "329--359", 240 pages = "329--359",
242 year = "1996", 241 year = "1996",
243 annote = "Sert à résoudre les équations où une variable et son 242 annote = "Sert à résoudre les équations où une variable et son
244 logarithme (ou exponentielle) apparaissent 243 logarithme (ou exponentielle) apparaissent
245 simultanément", 244 simultanément",
246 } 245 }
247 246
248 @Book{97b:emb:klu:mik, 247 @Book{97b:emb:klu:mik,
249 author = "P. Embrechts and C. Kluppelberg and T. Mikosch", 248 author = "P. Embrechts and C. Kluppelberg and T. Mikosch",
250 title = "Modelling Extremal Events", 249 title = "Modelling Extremal Events",
2029 institution = "Universit\`a di Firenze", 2028 institution = "Universit\`a di Firenze",
2030 year = "1994", 2029 year = "1994",
2031 } 2030 }
2032 2031
2033 @article{Bengio-nc-2004, 2032 @article{Bengio-nc-2004,
2034 author = {Yoshua Bengio and Olivier Delalleau and Nicolas Le Roux and Jean-François Paiement and Pascal Vincent and Marie Ouimet}, 2033 author = {Yoshua Bengio and Olivier Delalleau and Nicolas Le Roux and Jean-François Paiement and Pascal Vincent and Marie Ouimet},
2035 title = {Learning eigenfunctions links spectral embedding and kernel {PCA}}, 2034 title = {Learning eigenfunctions links spectral embedding and kernel {PCA}},
2036 journal = {Neural Computation}, 2035 journal = {Neural Computation},
2037 volume = 16, 2036 volume = 16,
2038 number = 10, 2037 number = 10,
2039 year = 2004, 2038 year = 2004,
2040 pages = {2197--2219}, 2039 pages = {2197--2219},
2041 } 2040 }
2042 2041
2043 @article{Bengio-nc-2004-small, 2042 @article{Bengio-nc-2004-small,
2044 author = {Yoshua Bengio and Olivier Delalleau and Nicolas Le Roux and Jean-François Paiement and Pascal Vincent and Marie Ouimet}, 2043 author = {Yoshua Bengio and Olivier Delalleau and Nicolas Le Roux and Jean-François Paiement and Pascal Vincent and Marie Ouimet},
2045 title = {{\small{Learning eigenfunctions links spectral embedding and kernel {PCA}}}}, 2044 title = {{\small{Learning eigenfunctions links spectral embedding and kernel {PCA}}}},
2046 journal = {Neural Comp.}, 2045 journal = {Neural Comp.},
2047 volume = {16(10)}, 2046 volume = {16(10)},
2048 year = 2004, 2047 year = 2004,
2049 pages = {2197--2219}, 2048 pages = {2197--2219},
2489 2488
2490 @TechReport{Bengio2003, 2489 @TechReport{Bengio2003,
2491 author = "Christopher Kermorvant and Yoshua Bengio", 2490 author = "Christopher Kermorvant and Yoshua Bengio",
2492 title = "Extracting Hidden Sense Probabilities from Bitexts", 2491 title = "Extracting Hidden Sense Probabilities from Bitexts",
2493 number = "1231", 2492 number = "1231",
2494 institution = "Université de Montréal", 2493 institution = "Université de Montréal",
2495 year = "2003", 2494 year = "2003",
2496 } 2495 }
2497 2496
2498 @InProceedings{Bengio89b, 2497 @InProceedings{Bengio89b,
2499 author = "Y. Bengio and P. Cosi and R. Cardin and R. De Mori", 2498 author = "Y. Bengio and P. Cosi and R. Cardin and R. De Mori",
3933 biburl = {http://www.bibsonomy.org/bibtex/2cfcc4bc8437b72761251fb2b9e7eb106/schaul}, 3932 biburl = {http://www.bibsonomy.org/bibtex/2cfcc4bc8437b72761251fb2b9e7eb106/schaul},
3934 description = {idsia}, 3933 description = {idsia},
3935 } 3934 }
3936 3935
3937 @InBook{CandelaJ2006, 3936 @InBook{CandelaJ2006,
3938 author = "J. Quiñonero Candela and C. E. Rasmussen and F. Sinz 3937 author = "J. Quiñonero Candela and C. E. Rasmussen and F. Sinz
3939 and O. Bousquet and B. Schölkopf", 3938 and O. Bousquet and B. Schölkopf",
3940 booktitle = "Machine learning challenges: Evaluating predictive 3939 booktitle = "Machine learning challenges: Evaluating predictive
3941 uncertainty, visual object classification, and 3940 uncertainty, visual object classification, and
3942 recognising textual entailment", 3941 recognising textual entailment",
3943 title = "Evaluating Predictive Uncertainty Challenge", 3942 title = "Evaluating Predictive Uncertainty Challenge",
3944 publisher = "Springer", 3943 publisher = "Springer",
3952 Predictive Uncertainty Challenge, introduces the 3951 Predictive Uncertainty Challenge, introduces the
3953 contributed Chapters by the participants who obtained 3952 contributed Chapters by the participants who obtained
3954 outstanding results, and provides a discussion with 3953 outstanding results, and provides a discussion with
3955 some lessons to be learnt. The Challenge was set up to 3954 some lessons to be learnt. The Challenge was set up to
3956 evaluate the ability of Machine Learning algorithms to 3955 evaluate the ability of Machine Learning algorithms to
3957 provide good Èprobabilistic predictionsÉ, rather than 3956 provide good Èprobabilistic predictionsÉ, rather than
3958 just the usual Èpoint predictionsÉ with no measure of 3957 just the usual Èpoint predictionsÉ with no measure of
3959 uncertainty, in regression and classification problems. 3958 uncertainty, in regression and classification problems.
3960 Parti-cipants had to compete on a number of regression 3959 Parti-cipants had to compete on a number of regression
3961 and classification tasks, and were evaluated by both 3960 and classification tasks, and were evaluated by both
3962 traditional losses that only take into account point 3961 traditional losses that only take into account point
3963 predictions and losses we proposed that evaluate the 3962 predictions and losses we proposed that evaluate the
3964 quality of the probabilistic predictions.", 3963 quality of the probabilistic predictions.",
3965 OPTeditor = "Quiñonero Candela, J., I. Dagan, B. Magnini, F. DAlché 3964 OPTeditor = "Quiñonero Candela, J., I. Dagan, B. Magnini, F. DAlché
3966 Buc", 3965 Buc",
3967 } 3966 }
3968 3967
3969 @article{candeswakin08, 3968 @article{candeswakin08,
3970 author = "Candes, E. and Wakin, M.", 3969 author = "Candes, E. and Wakin, M.",
4224 year = "2006", 4223 year = "2006",
4225 } 4224 }
4226 4225
4227 @inproceedings{Cevikalp+al-2008, 4226 @inproceedings{Cevikalp+al-2008,
4228 title = {Semi-Supervised Dimensionality Reduction Using Pairwise Equivalence Constraints}, 4227 title = {Semi-Supervised Dimensionality Reduction Using Pairwise Equivalence Constraints},
4229 author = {Hakan Cevikalp and Jakob J. Verbeek and Frédéric Jurie and Alexander Kläser}, 4228 author = {Hakan Cevikalp and Jakob J. Verbeek and Frédéric Jurie and Alexander Kläser},
4230 booktitle = {VISAPP}, 4229 booktitle = {VISAPP},
4231 editor = {Alpesh Ranchordas and Helder Araújo}, 4230 editor = {Alpesh Ranchordas and Helder Araújo},
4232 pages = {489-496}, 4231 pages = {489-496},
4233 publisher = {INSTICC - Institute for Systems and Technologies of Information, Control and Communication}, 4232 publisher = {INSTICC - Institute for Systems and Technologies of Information, Control and Communication},
4234 url = {http://dblp.uni-trier.de/db/conf/visapp/visapp2008-1.html#CevikalpVJK08}, 4233 url = {http://dblp.uni-trier.de/db/conf/visapp/visapp2008-1.html#CevikalpVJK08},
4235 year = {2008}, 4234 year = {2008},
4236 biburl = {http://www.bibsonomy.org/bibtex/21afc498c02543e97ff5bd4f6b107e16e/dblp}, 4235 biburl = {http://www.bibsonomy.org/bibtex/21afc498c02543e97ff5bd4f6b107e16e/dblp},
4702 year = "1997", 4701 year = "1997",
4703 } 4702 }
4704 4703
4705 @Book{CND04, 4704 @Book{CND04,
4706 author = "{Congr\'egation de Notre-Dame}", 4705 author = "{Congr\'egation de Notre-Dame}",
4707 title = "La cuisine raisonnée", 4706 title = "La cuisine raisonnée",
4708 publisher = "Fides", 4707 publisher = "Fides",
4709 year = "2004", 4708 year = "2004",
4710 ISBN = "2-7621-2083-7", 4709 ISBN = "2-7621-2083-7",
4711 } 4710 }
4712 4711
5956 pages = "565--576", 5955 pages = "565--576",
5957 year = "1992", 5956 year = "1992",
5958 } 5957 }
5959 5958
5960 @Book{Devroye-book96, 5959 @Book{Devroye-book96,
5961 author = "L. Devroye and L. Gyröfi and G. Lugosi", 5960 author = "L. Devroye and L. Gyröfi and G. Lugosi",
5962 title = "A Probabilistic Theory of Pattern Recognition", 5961 title = "A Probabilistic Theory of Pattern Recognition",
5963 publisher = "Springer-Verlag", 5962 publisher = "Springer-Verlag",
5964 year = "1996", 5963 year = "1996",
5965 } 5964 }
5966 5965
6915 } 6914 }
6916 6915
6917 @PhdThesis{Foster2002, 6916 @PhdThesis{Foster2002,
6918 author = "George Foster", 6917 author = "George Foster",
6919 title = "Text Prediction for Translators", 6918 title = "Text Prediction for Translators",
6920 school = "Dept. IRO, Université de Montréal", 6919 school = "Dept. IRO, Université de Montréal",
6921 year = "2002", 6920 year = "2002",
6922 } 6921 }
6923 6922
6924 @incollection{Fox-2009, 6923 @incollection{Fox-2009,
6925 title = {Nonparametric Bayesian Learning of Switching Linear Dynamical Systems}, 6924 title = {Nonparametric Bayesian Learning of Switching Linear Dynamical Systems},
9126 year = {2004} 9125 year = {2004}
9127 } 9126 }
9128 9127
9129 @InProceedings{HardoonD2007, 9128 @InProceedings{HardoonD2007,
9130 author = "David R. Hardoon and John Shawe-Taylor and Antti 9129 author = "David R. Hardoon and John Shawe-Taylor and Antti
9131 Ajanki and Kai Puolamäki and Samuel Kaski", 9130 Ajanki and Kai Puolamäki and Samuel Kaski",
9132 booktitle = "Proceedings of AISTATS 2007", 9131 booktitle = "Proceedings of AISTATS 2007",
9133 title = "Information Retrieval by Inferring Implicit Queries 9132 title = "Information Retrieval by Inferring Implicit Queries
9134 from Eye Movements", 9133 from Eye Movements",
9135 year = "2007", 9134 year = "2007",
9136 } 9135 }
10662 title = "Rprop using the natural gradient compared to 10661 title = "Rprop using the natural gradient compared to
10663 Levenberg-Marquardt optimization", 10662 Levenberg-Marquardt optimization",
10664 journal = "Trends and Applications in Constructive Approximation. 10663 journal = "Trends and Applications in Constructive Approximation.
10665 International Series of Numerical Mathematics.", 10664 International Series of Numerical Mathematics.",
10666 volume = "151", 10665 volume = "151",
10667 publisher = "Birkhäuser Verlag", 10666 publisher = "Birkhäuser Verlag",
10668 pages = "259--272", 10667 pages = "259--272",
10669 year = "2005", 10668 year = "2005",
10670 } 10669 }
10671 10670
10672 @Article{intrator, 10671 @Article{intrator,
12208 edition = "3", 12207 edition = "3",
12209 year = "2001", 12208 year = "2001",
12210 } 12209 }
12211 12210
12212 @Article{Kolchinskii2000, 12211 @Article{Kolchinskii2000,
12213 author = "V. Koltchinskii and E. Giné", 12212 author = "V. Koltchinskii and E. Giné",
12214 title = "Random matrix approximation of spectra of integral 12213 title = "Random matrix approximation of spectra of integral
12215 operators", 12214 operators",
12216 journal = "Bernoulli", 12215 journal = "Bernoulli",
12217 volume = "6", 12216 volume = "6",
12218 number = "1", 12217 number = "1",
12466 pages = "183--186", 12465 pages = "183--186",
12467 year = "1990", 12466 year = "1990",
12468 } 12467 }
12469 12468
12470 @Article{Krogh94, 12469 @Article{Krogh94,
12471 author = "A. Krogh and M. Brown and I. S. Mian and K. Sjölander 12470 author = "A. Krogh and M. Brown and I. S. Mian and K. Sjölander
12472 and D. Haussler", 12471 and D. Haussler",
12473 title = "Hidden Markov models in computational biology: 12472 title = "Hidden Markov models in computational biology:
12474 Applications to protein modeling", 12473 Applications to protein modeling",
12475 journal = "Journal Molecular Biology", 12474 journal = "Journal Molecular Biology",
12476 volume = "235", 12475 volume = "235",
15565 pages = "186--190", 15564 pages = "186--190",
15566 year = "1965", 15565 year = "1965",
15567 } 15566 }
15568 15567
15569 @Article{Nadas85, 15568 @Article{Nadas85,
15570 author = "Arthur Nádas", 15569 author = "Arthur Nádas",
15571 title = "On {Turing's} Formula for Word Probabilities", 15570 title = "On {Turing's} Formula for Word Probabilities",
15572 journal = "IEEE Transactions on Acoustics, Speech, and Signal 15571 journal = "IEEE Transactions on Acoustics, Speech, and Signal
15573 Processing", 15572 Processing",
15574 volume = "33", 15573 volume = "33",
15575 number = "6", 15574 number = "6",
15578 year = "1985", 15577 year = "1985",
15579 copy = yes, 15578 copy = yes,
15580 } 15579 }
15581 15580
15582 @Article{Nadas85-small, 15581 @Article{Nadas85-small,
15583 author = "Arthur Nádas", 15582 author = "Arthur Nádas",
15584 title = "On {Turing's} Formula for Word Probabilities", 15583 title = "On {Turing's} Formula for Word Probabilities",
15585 journal = "ASSP", 15584 journal = "ASSP",
15586 volume = "33", 15585 volume = "33",
15587 number = "6", 15586 number = "6",
15588 pages = "1415--1417", 15587 pages = "1415--1417",
15668 author = {K.I. Naka and W.A.H. Rushton}, 15667 author = {K.I. Naka and W.A.H. Rushton},
15669 year = 1966, 15668 year = 1966,
15670 title = {{S}-potentials from colour units in the retina of fish (Cyprinidae)}, 15669 title = {{S}-potentials from colour units in the retina of fish (Cyprinidae)},
15671 journal = {J. Physiol.}, 15670 journal = {J. Physiol.},
15672 volume = 185, 15671 volume = 185,
15673 pages = {536-–555}, 15672 pages = {536-–555},
15674 } 15673 }
15675 15674
15676 @article{Naka-Rushton-1966b, 15675 @article{Naka-Rushton-1966b,
15677 author = {K.I. Naka and W.A.H. Rushton}, 15676 author = {K.I. Naka and W.A.H. Rushton},
15678 year = 1966, 15677 year = 1966,
15679 title = {An attempt to analyse colour perception by electrophysiology}, 15678 title = {An attempt to analyse colour perception by electrophysiology},
15680 journal = {J. Physiol.}, 15679 journal = {J. Physiol.},
15681 volume = 185, 15680 volume = 185,
15682 pages = {556–586}, 15681 pages = {556–586},
15683 } 15682 }
15684 15683
15685 15684
15686 @InProceedings{NakagawaT04, 15685 @InProceedings{NakagawaT04,
15687 author = "Tetsuji Nakagawa and Taku Kudoh and Yuji Matsumoto", 15686 author = "Tetsuji Nakagawa and Taku Kudoh and Yuji Matsumoto",
16593 volume = {71}, 16592 volume = {71},
16594 number = {354}, 16593 number = {354},
16595 pages = {391--399}, 16594 pages = {391--399},
16596 year = {1976}, 16595 year = {1976},
16597 publisher = {American Statistical Association}, 16596 publisher = {American Statistical Association},
16598 copyright = {Copyright © 1976 American Statistical Association}, 16597 copyright = {Copyright © 1976 American Statistical Association},
16599 } 16598 }
16600 16599
16601 16600
16602 @InProceedings{Ouimet+Bengio-2005, 16601 @InProceedings{Ouimet+Bengio-2005,
16603 author = "Marie Ouimet and Yoshua Bengio", 16602 author = "Marie Ouimet and Yoshua Bengio",
18516 author = {Frank Rosenblatt}, 18515 author = {Frank Rosenblatt},
18517 title = {The perceptron: A probabilistic model for information storage and organization in the brain}, 18516 title = {The perceptron: A probabilistic model for information storage and organization in the brain},
18518 journal = {Psychological Review}, 18517 journal = {Psychological Review},
18519 year = {1958}, 18518 year = {1958},
18520 volume = {65}, 18519 volume = {65},
18521 pages = {386–408}, 18520 pages = {386–408},
18522 } 18521 }
18523 18522
18524 @Book{Rosenblatt62, 18523 @Book{Rosenblatt62,
18525 author = "Frank Rosenblatt", 18524 author = "Frank Rosenblatt",
18526 title = "Principles of Neurodynamics", 18525 title = "Principles of Neurodynamics",
19359 author = "B. Sch{\"o}lkopf and A. Smola and K.-R. M{\"u}ller", 19358 author = "B. Sch{\"o}lkopf and A. Smola and K.-R. M{\"u}ller",
19360 title = "Nonlinear Component Analysis as a Kernel Eigenvalue 19359 title = "Nonlinear Component Analysis as a Kernel Eigenvalue
19361 Problem", 19360 Problem",
19362 number = "44", 19361 number = "44",
19363 institution = "Max Planck Institute for Biological Cybernetics, 19362 institution = "Max Planck Institute for Biological Cybernetics,
19364 Tübingen, Germany", 19363 Tübingen, Germany",
19365 year = "1996", 19364 year = "1996",
19366 } 19365 }
19367 19366
19368 @Article{Scholkopf98, 19367 @Article{Scholkopf98,
19369 author = "B. Sch{\"o}lkopf and A. Smola and K.-R. M{\"u}ller", 19368 author = "B. Sch{\"o}lkopf and A. Smola and K.-R. M{\"u}ller",
24669 publisher = "IEEE Press", 24668 publisher = "IEEE Press",
24670 year = "2000", 24669 year = "2000",
24671 } 24670 }
24672 24671
24673 @INPROCEEDINGS{Lecun99objectrecognition, 24672 @INPROCEEDINGS{Lecun99objectrecognition,
24674 author = {Yann {LeCun} and Patrick Haffner and Léon Bottou and Yoshua Bengio}, 24673 author = {Yann {LeCun} and Patrick Haffner and Léon Bottou and Yoshua Bengio},
24675 title = {Object Recognition with Gradient-Based Learning}, 24674 title = {Object Recognition with Gradient-Based Learning},
24676 booktitle = {Shape, Contour and Grouping in Computer Vision}, 24675 booktitle = {Shape, Contour and Grouping in Computer Vision},
24677 year = {1999}, 24676 year = {1999},
24678 publisher = {Springer}, 24677 publisher = {Springer},
24679 pages = {319--345}, 24678 pages = {319--345},
24697 location = "Utah", 24696 location = "Utah",
24698 } 24697 }
24699 24698
24700 @MISC{Bengio+al-2001, 24699 @MISC{Bengio+al-2001,
24701 title = "Learning a Distributed Representation for Statistical Language Modeling and Information Retrieval", 24700 title = "Learning a Distributed Representation for Statistical Language Modeling and Information Retrieval",
24702 author = "Yoshua Bengio and Pascal Vincent and Florence d'Alché-Buc", 24701 author = "Yoshua Bengio and Pascal Vincent and Florence d'Alché-Buc",
24703 year = "2001", 24702 year = "2001",
24704 howpublished = "Learning Conference, Snowbird", 24703 howpublished = "Learning Conference, Snowbird",
24705 location = "Utah", 24704 location = "Utah",
24706 } 24705 }
24707 24706
24759 location = "Utah", 24758 location = "Utah",
24760 year = "1997", 24759 year = "1997",
24761 } 24760 }
24762 24761
24763 @MISC{Bengio+Frasconi-1994, 24762 @MISC{Bengio+Frasconi-1994,
24764 title = "Réseaux de neurones Markoviens pour l'inférence grammaticale", 24763 title = "Réseaux de neurones Markoviens pour l'inférence grammaticale",
24765 author = "Bengio, Y. and Frasconi, P.", 24764 author = "Bengio, Y. and Frasconi, P.",
24766 howpublished = "1994 ACFAS Conference, neural networks colloquium", 24765 howpublished = "1994 ACFAS Conference, neural networks colloquium",
24767 location = "Montréal, Québec", 24766 location = "Montréal, Québec",
24768 year = "1994", 24767 year = "1994",
24769 } 24768 }
24770 24769
24771 @MISC{Bengio+LeCun-1994, 24770 @MISC{Bengio+LeCun-1994,
24772 title = "Reconnaissance de mots manuscrits avec réseaux de neurones et modèles de Markov", 24771 title = "Reconnaissance de mots manuscrits avec réseaux de neurones et modèles de Markov",
24773 author = "Bengio, Y. and {LeCun}, Y.", 24772 author = "Bengio, Y. and {LeCun}, Y.",
24774 howpublished = "1994 ACFAS Conference, neural networks colloquium", 24773 howpublished = "1994 ACFAS Conference, neural networks colloquium",
24775 location = "Montréal, Québec", 24774 location = "Montréal, Québec",
24776 year = "1994", 24775 year = "1994",
24777 } 24776 }
24778 24777
24779 @MISC{Bengio+al-1994, 24778 @MISC{Bengio+al-1994,
24780 title = "Optimisation d'une règle d'apprentissage pour réseaux de neurones artificiels", 24779 title = "Optimisation d'une règle d'apprentissage pour réseaux de neurones artificiels",
24781 author = "Bengio, S. and Bengio, Y. and Cloutier, J. and Gecsei, J.", 24780 author = "Bengio, S. and Bengio, Y. and Cloutier, J. and Gecsei, J.",
24782 howpublished = "1994 ACFAS Conference, neural networks colloquium", 24781 howpublished = "1994 ACFAS Conference, neural networks colloquium",
24783 location = "Montréal, Québec", 24782 location = "Montréal, Québec",
24784 year = "1994", 24783 year = "1994",
24785 } 24784 }
24786 24785
24787 @MISC{Bengio+Frasconi-1994b, 24786 @MISC{Bengio+Frasconi-1994b,
24788 title = "An {EM} Algorithm for Target Propagation", 24787 title = "An {EM} Algorithm for Target Propagation",
24825 24824
24826 24825
24827 %%tech repport 24826 %%tech repport
24828 @TechReport{Bardou+Bengio-TR2002, 24827 @TechReport{Bardou+Bengio-TR2002,
24829 author = "O. Bardou and Yoshua Bengio", 24828 author = "O. Bardou and Yoshua Bengio",
24830 title = "Régularisation du prix des option : Stacking", 24829 title = "Régularisation du prix des option : Stacking",
24831 institution = "Cahier Scientifique Cirano 2002s-44", 24830 institution = "Cahier Scientifique Cirano 2002s-44",
24832 year = "2002", 24831 year = "2002",
24833 } 24832 }
24834 24833
24835 @TechReport{Dugas+Bengio-TR2002, 24834 @TechReport{Dugas+Bengio-TR2002,
24836 author = "O. Bardou and Yoshua Bengio", 24835 author = "O. Bardou and Yoshua Bengio",
24837 title = "Étude du biais dans le prix des options", 24836 title = "Étude du biais dans le prix des options",
24838 institution = "Cahier Scientifique Cirano 2002s-45", 24837 institution = "Cahier Scientifique Cirano 2002s-45",
24839 year = "2002", 24838 year = "2002",
24840 } 24839 }
24841 24840
24842 @TechReport{Dugas+al-TR2002, 24841 @TechReport{Dugas+al-TR2002,
24843 author = "C. Dugas and Y. Bengio and F. Bélisle and C. Nadeau and R. Garcia", 24842 author = "C. Dugas and Y. Bengio and F. Bélisle and C. Nadeau and R. Garcia",
24844 title = "Incorporating Second-Order Functional Knowledge for Better Option Pricing", 24843 title = "Incorporating Second-Order Functional Knowledge for Better Option Pricing",
24845 institution = "Cahier Scientifique Cirano 2002s-46", 24844 institution = "Cahier Scientifique Cirano 2002s-46",
24846 year = "2002", 24845 year = "2002",
24847 } 24846 }
24848 24847
24938 } 24937 }
24939 24938
24940 @TechReport{Gingras+al-TR1999, 24939 @TechReport{Gingras+al-TR1999,
24941 author = "Gingras, F. and Bengio, Y. and Nadeau, C.", 24940 author = "Gingras, F. and Bengio, Y. and Nadeau, C.",
24942 title = "On Out-of-Sample Statistics for Financial Time-Series", 24941 title = "On Out-of-Sample Statistics for Financial Time-Series",
24943 institution = "Centre de Recherches Mathématiques, Université de Montreal", 24942 institution = "Centre de Recherches Mathématiques, Université de Montreal",
24944 number = "2585", 24943 number = "2585",
24945 year = "1999", 24944 year = "1999",
24946 } 24945 }
24947 24946
24948 @TechReport{Bengio-1998-TR, 24947 @TechReport{Bengio-1998-TR,
25153 } 25152 }
25154 25153
25155 25154
25156 25155
25157 @Article{GrandvaletCanuBoucheron97, 25156 @Article{GrandvaletCanuBoucheron97,
25158 author = "Yves Grandvalet and Stéphane Canu and Stéphane Boucheron", 25157 author = "Yves Grandvalet and Stéphane Canu and Stéphane Boucheron",
25159 title = "Noise Injection: Theoretical Prospects", 25158 title = "Noise Injection: Theoretical Prospects",
25160 journal = "Neural Computation", 25159 journal = "Neural Computation",
25161 volume = "9", 25160 volume = "9",
25162 number = "5", 25161 number = "5",
25163 pages = "1093--1108", 25162 pages = "1093--1108",
25173 pages = "67--79", 25172 pages = "67--79",
25174 year = "1991", 25173 year = "1991",
25175 } 25174 }
25176 25175
25177 @Article{HolmstromKoistinen92, 25176 @Article{HolmstromKoistinen92,
25178 author = "Lasse Holmström and Petri Koistinen", 25177 author = "Lasse Holmström and Petri Koistinen",
25179 title = "Using additive noise in back-propagation training", 25178 title = "Using additive noise in back-propagation training",
25180 journal = "{IEEE} Transactions on Neural Networks", 25179 journal = "{IEEE} Transactions on Neural Networks",
25181 volume = "3", 25180 volume = "3",
25182 number = "1", 25181 number = "1",
25183 pages = "24--38", 25182 pages = "24--38",
25200 institution = "Artificial Intelligence Laboratory, Massachusetts Institute of Technology", 25199 institution = "Artificial Intelligence Laboratory, Massachusetts Institute of Technology",
25201 year = "1992", 25200 year = "1992",
25202 } 25201 }
25203 25202
25204 @INPROCEEDINGS{Scholkopf96invariances, 25203 @INPROCEEDINGS{Scholkopf96invariances,
25205 author = {Bernhard Schölkopf and Chris Burges and Vladimir Vapnik}, 25204 author = {Bernhard Sch{\"o}lkopf and Chris Burges and Vladimir Vapnik},
25206 title = {Incorporating Invariances in Support Vector Learning Machines}, 25205 title = {Incorporating Invariances in Support Vector Learning Machines},
25207 booktitle = {Lecture Notes in Computer Science (Vol 112), Artificial Neural Netowrks ICANN'96}, 25206 booktitle = {Lecture Notes in Computer Science (Vol 112), Artificial Neural Netowrks ICANN'96},
25208 year = {1996}, 25207 year = {1996},
25209 editor = {C. von der Malsburg and W. von Seelen and J. C. Vorbrüggen and B. Sendhoff}, 25208 editor = {C. von der Malsburg and W. von Seelen and J. C. Vorbrüggen and B. Sendhoff},
25210 pages = {47--52}, 25209 pages = {47--52},
25211 publisher = {Springer} 25210 publisher = {Springer}
25212 } 25211 }
25213 25212
25214 @inproceedings{Cho+Saul09, 25213 @inproceedings{Cho+Saul09,
25215 title = {Kernel Methods for Deep Learning}, 25214 title = {Kernel Methods for Deep Learning},
25216 author = {Youngmin Cho and Lawrence Saul}, 25215 author = {Youngmin Cho and Lawrence Saul},
25217 booktitle = NIPS22, 25216 booktitle = NIPS22,
25218 editor = NIPS22ed, 25217 editor = NIPS22ed,
25219 pages = {342--350}, 25218 pages = {342--350},
25220 year = {2010 (to appear)}, 25219 year = {2010},
25221 publisher = {NIPS Foundation}, 25220 publisher = {NIPS Foundation},
25222 } 25221 }
25223 25222
25224 25223
25225 @InProceedings{Linsker89, 25224 @InProceedings{Linsker89,
25698 doi = {http://doi.ieeecomputersociety.org/10.1109/ICTAI.2006.17}, 25697 doi = {http://doi.ieeecomputersociety.org/10.1109/ICTAI.2006.17},
25699 publisher = {IEEE Computer Society}, 25698 publisher = {IEEE Computer Society},
25700 address = {Los Alamitos, CA, USA}, 25699 address = {Los Alamitos, CA, USA},
25701 } 25700 }
25702 25701
25702 @inproceedings{Cortes+al-2000,
25703 author = {Juan Carlos P\'{e}rez-Cortes and Rafael Llobet and Joaquim Arlandis},
25704 title = {Fast and Accurate Handwritten Character Recognition Using Approximate Nearest Neighbours Search on Large Databases},
25705 booktitle = {Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition},
25706 year = {2000},
25707 isbn = {3-540-67946-4},
25708 pages = {767--776},
25709 publisher = {Springer-Verlag},
25710 address = {London, UK},
25711 }
25712
25713
25714 @Article{Oliveira+al-2002,
25715 author = "Oliveira, L.S. and Sabourin, R. and Bortolozzi, F. and Suen, C.Y.",
25716 title = "Automatic recognition of handwritten numerical strings: a recognition and verification strategy",
25717 journal = "IEEE Transactions on Pattern Analysis and Machine
25718 Intelligence",
25719 volume = "24",
25720 number = "11",
25721 pages = "1438-1454",
25722 month = nov,
25723 year = "2002",
25724 doi = "10.1109/TPAMI.2002.1046154",
25725 issn = "0162-8828",
25726 }
25703 25727
25704 @inproceedings{SimardSP03, 25728 @inproceedings{SimardSP03,
25705 author = {Patrice Simard and 25729 author = {Patrice Simard and
25706 David Steinkraus and 25730 David Steinkraus and
25707 John C. Platt}, 25731 John C. Platt},
25713 ee = {http://csdl.computer.org/comp/proceedings/icdar/2003/1960/02/196020958abs.htm}, 25737 ee = {http://csdl.computer.org/comp/proceedings/icdar/2003/1960/02/196020958abs.htm},
25714 crossref = {DBLP:conf/icdar/2003}, 25738 crossref = {DBLP:conf/icdar/2003},
25715 bibsource = {DBLP, http://dblp.uni-trier.de} 25739 bibsource = {DBLP, http://dblp.uni-trier.de}
25716 } 25740 }
25717 25741
25742 @inproceedings{Migram+al-2005,
25743 author = {Milgram, J. and Cheriet, M. and Sabourin, R.},
25744 title = {Estimating accurate multi-class probabilities with support vector machines},
25745 booktitle = {Int. Joint Conf. on Neural Networks},
25746 year = {2005},
25747 pages = {906--1911},
25748 location = {Montreal, Canada},
25749 }
25750
25718 @proceedings{DBLP:conf/icdar/2003, 25751 @proceedings{DBLP:conf/icdar/2003,
25719 title = {7th International Conference on Document Analysis and Recognition 25752 title = {7th International Conference on Document Analysis and Recognition
25720 (ICDAR 2003), 2-Volume Set, 3-6 August 2003, Edinburgh, 25753 (ICDAR 2003), 2-Volume Set, 3-6 August 2003, Edinburgh,
25721 Scotland, UK}, 25754 Scotland, UK},
25722 booktitle = {ICDAR}, 25755 booktitle = {ICDAR},
25725 isbn = {0-7695-1960-1}, 25758 isbn = {0-7695-1960-1},
25726 bibsource = {DBLP, http://dblp.uni-trier.de} 25759 bibsource = {DBLP, http://dblp.uni-trier.de}
25727 } 25760 }
25728 25761
25729 25762
25763 @article{Granger+al-2007,
25764 author = {Eric Granger and Robert Sabourin and Luiz S. Oliveira and Catolica Parana},
25765 title = {Supervised Learning of Fuzzy ARTMAP Neural Networks Through Particle Swarm Optimization},
25766 journal = {Journal of Pattern Recognition Research},
25767 year = {2007},
25768 volume = "2",
25769 number = "1",
25770 pages = "27-60",
25771 }
25772
25730 @inproceedings{SnowEtAl2008, 25773 @inproceedings{SnowEtAl2008,
25731 author = {Snow, R. and O'Connor, B. and Jurafsky, D. and Ng, A.}, 25774 author = {Snow, R. and O'Connor, B. and Jurafsky, D. and Ng, A.},
25732 booktitle = {Proc. Empirical Methods in NLP}, 25775 booktitle = {Proc. Empirical Methods in NLP},
25733 pages = {254--263}, 25776 pages = {254--263},
25734 title = {Cheap and Fast -- But is it Good? Evaluating Non-Expert Annotations for Natural Language Tasks}, 25777 title = {Cheap and Fast -- But is it Good? Evaluating Non-Expert Annotations for Natural Language Tasks},
25735 year = {2008} 25778 year = {2008}
25736 } 25779 }
25737 25780
25781 @TECHREPORT{Garris94+al-1994,
25782 author = {Michael D. Garris and James L. Blue and Gerald T. Candela and Gerald T. C and Darrin L. Dimmick and Jon Geist and Patrick J. Grother and Stanley A. Janet and Charles L. Wilson},
25783 title = {NIST Form-Based Handprint Recognition System},
25784 institution = {Technical Report NISTIR 5469 and CD-ROM, National Institute of Standards and Technology},
25785 year = {1994},
25786 doi = {10.1.1.45.1560},
25787 }
25738 25788
25739 @inproceedings{SorokinAndForsyth2008, 25789 @inproceedings{SorokinAndForsyth2008,
25740 author = {Sorokin, A. and Forsyth, D.}, 25790 author = {Sorokin, A. and Forsyth, D.},
25741 booktitle = {CVPR Workshops}, 25791 booktitle = {CVPR Workshops},
25742 pages = {1--8}, 25792 pages = {1--8},
25743 title = {Utility data annotation with Amazon Mechanical Turk}, 25793 title = {Utility data annotation with Amazon Mechanical Turk},
25744 year = {2008} 25794 year = {2008}
25745 } 25795 }
25746 25796
25797 @inproceedings{Grother-1995,
25798 AUTHOR = "Grother, P.J.",
25799 TITLE = "Handprinted Forms and Character Database, NIST Special Database 19",
25800 BOOKTITLE = "National Institute of Standards and Technology (NIST) Intelligent Systems Division (NISTIR)",
25801 YEAR = "1995",
25802 BIBSOURCE = "http://www.visionbib.com/bibliography/char1015.html#TT105853"}
25803 }
25804
25747 @inproceedings{ whitehill09, 25805 @inproceedings{ whitehill09,
25748 title = {Whose Vote Should Count More: Optimal Integration of Labels from Labelers of Unknown Expertise}, 25806 title = {Whose Vote Should Count More: Optimal Integration of Labels from Labelers of Unknown Expertise},
25749 author = {J. Whitehill and P. Ruvolo and T. Wu and J. Bergsma and J. Movellan}, 25807 author = {J. Whitehill and P. Ruvolo and T. Wu and J. Bergsma and J. Movellan},
25750 booktitle = {NIPS 22}, 25808 booktitle = {NIPS 22},
25751 pages = {2035--2043}, 25809 pages = {2035--2043},