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@inproceedings{Wolfe2008,
title={Fully Distributed EM for Very Large Datasets},
author={Wolfe, J. and Haghighi, A. and Klein, D.},
booktitle={Prof. of the 25th International Conference on Machine Learning},
year={2008}
}
@inproceedings{Martins2013ACL,
title={Turning on the Turbo: Fast Third-Order Non-Projective Turbo Parsers},
author={Martins, A.~F.~T. and Almeida, M.~B. and Smith, N.~A.},
booktitle={Proc. of the Annual Meeting of the Association for Computational Linguistics},
year={2013}
}
@incollection{Neal1998,
title={A view of the EM algorithm that justifies incremental, sparse, and other variants},
author={Neal, Radford M and Hinton, Geoffrey E},
booktitle={Learning in graphical models},
pages={355--368},
year={1998},
publisher={Springer}
}
@book{Duda2001,
title={Pattern classification},
author={Duda, R.O. and Hart, P.E. and Stork, D.G.},
volume={2},
year={2001},
publisher={Wiley New York}
}
@book{Bishop2006,
title={Pattern recognition and machine learning},
author={Bishop, C.M.},
volume={4},
year={2006},
publisher={Springer New York}
}
@book{Joachims2002,
title={Learning to Classify Text Using Support Vector Machines: Methods, Theory and Algorithms},
author={Joachims, T.},
publisher={Kluwer Academic Publishers},
year={2002}
}
@book{Mitchell1997,
title={Machine learning},
author={Mitchell, T.M.},
journal={Mac Graw Hill},
year={1997}
}
@book{Cover1991,
title={Elements of information theory},
author={Cover, T.M. and Thomas, J.A. and Wiley, J. and others},
volume={6},
year={1991},
publisher={Wiley Online Library}
}
@article{Jaynes1982,
title={On the rationale of maximum-entropy methods},
author={Jaynes, E.T.},
journal={Proceedings of the IEEE},
volume={70},
number={9},
pages={939--952},
year={1982},
publisher={IEEE}
}
@article{Shannon1948,
title={A mathematical theory of communication},
author={Shannon, C.E.},
journal={Bell Syst. Tech. Journ.},
volume={27},
number={379},
pages={623},
year={1948}
}
@Article{PER-GRA:2007,
Author = {P\'erez, Fernando and Granger, Brian E.},
Title = {{IP}ython: a {S}ystem for {I}nteractive {S}cientific
{C}omputing},
Journal = {{C}omput. {S}ci. {E}ng.},
Volume = {9},
Number = {3},
Pages = {21-29},
month = may,
year = 2007,
url = "http://ipython.scipy.org",
}
@Misc{scipy,
author = {Eric Jones and Travis Oliphant and Pearu Peterson and others},
title = {{SciPy}: Open source scientific tools for {Python}},
year = {2001--},
url = "http://www.scipy.org/"
}
@phdthesis{Bottou1991,
title={Une Approche Theorique de l'Apprentissage Connexionniste:
Applications a la Reconnaissance de la
Parole},
author={Bottou, L.},
institution={Universit{\'e} de Paris XI},
year={1991}
}
@article{Johnson1998,
title={PCFG models of linguistic tree representations},
author={Johnson, M.},
journal={Computational Linguistics},
volume={24},
number={4},
pages={613--632},
year={1998},
publisher={MIT Press}
}
@inproceedings{Klein2003,
title={Accurate unlexicalized parsing},
author={Klein, D. and Manning, C.D.},
booktitle={Proceedings of the 41st Annual Meeting on Association for Computational Linguistics-Volume 1},
pages={423--430},
year={2003},
organization={Association for Computational Linguistics}
}
@phdthesis{Collins1999,
title={Head-driven statistical models for natural language parsing},
author={Collins, M.},
year={1999},
school={University of Pennsylvania}
}
@inproceedings{Magerman1995,
title={Statistical decision-tree models for parsing},
author={Magerman, D.M.},
booktitle={Proceedings of the 33rd annual meeting on Association for Computational Linguistics},
pages={276--283},
year={1995},
organization={Association for Computational Linguistics}
}
@inproceedings{Charniak1997,
title={Statistical parsing with a context-free grammar and word statistics},
author={Charniak, E.},
booktitle={Proceedings of the National Conference on Artificial Intelligence},
pages={598--603},
year={1997},
organization={Citeseer}
}
@article{Finkel2008,
title={Efficient, feature-based, conditional random field parsing},
author={Finkel, J.R. and Kleeman, A. and Manning, C.D.},
journal={Proceedings of ACL-08: HLT},
pages={959--967},
year={2008},
publisher={Citeseer}
}
@inproceedings{Taskar2004,
title={Max-margin parsing},
author={Taskar, B. and Klein, D. and Collins, M. and Koller, D. and Manning, C.},
booktitle={Proc. EMNLP},
pages={1--8},
year={2004}
}
@InProceedings{Petrov2008EMNLP,
author = {Petrov, Slav and Klein, Dan},
title = {Sparse Multi-Scale Grammars for Discriminative Latent Variable Parsing},
booktitle = {Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing},
month = {October},
year = {2008},
address = {Honolulu, Hawaii},
publisher = {Association for Computational Linguistics},
pages = {867--876},
url = {http://www.aclweb.org/anthology/D08-1091}
}
@InProceedings{Petrov2008NIPS,
author = {Slav Petrov and Dan Klein},
title = {Discriminative Log-Linear Grammars with Latent Variables},
booktitle = {Advances in Neural Information Processing Systems 20 (NIPS)},
editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
publisher = {MIT Press},
address = {Cambridge, MA},
pages = {1153--1160},
year = {2008},
url = {http://books.nips.cc/papers/files/nips20/NIPS2007_0630.pdf}
}
@InProceedings{Petrov2007NAACL,
author = {Petrov, Slav and Klein, Dan},
title = {Improved Inference for Unlexicalized Parsing},
booktitle = {Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference},
month = {April},
year = {2007},
address = {Rochester, New York},
publisher = {Association for Computational Linguistics},
pages = {404--411},
url = {http://www.aclweb.org/anthology/N/N07/N07-1051}
}
@inproceedings{Charniak2006,
title={Multilevel coarse-to-fine PCFG parsing},
author={Charniak, E. and Johnson, M. and Elsner, M. and Austerweil, J. and Ellis, D. and Haxton, I. and Hill, C. and Shrivaths, R. and Moore, J. and Pozar, M. and others},
booktitle={Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics},
pages={168--175},
year={2006},
organization={Association for Computational Linguistics}
}
@article{Ratnaparkhi1999,
title={Learning to parse natural language with maximum entropy models},
author={Ratnaparkhi, A.},
journal={Machine Learning},
volume={34},
number={1},
pages={151--175},
year={1999},
publisher={Springer}
}
@inproceedings{Henderson2003,
title={Inducing history representations for broad coverage statistical parsing},
author={Henderson, J.},
booktitle={Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology-Volume 1},
pages={24--31},
year={2003},
organization={Association for Computational Linguistics}
}
@book{Chomsky1965,
title={Aspects of the Theory of Syntax},
author={Chomsky, N.},
volume={119},
year={1965},
publisher={The MIT press}
}
@book{Tesniere1959,
title={El{\'e}ments de syntaxe structurale},
author={Tesni{\`e}re, L.},
year={1959},
publisher={Libraire C. Klincksieck}
}
@book{Hudson1984,
title={Word grammar},
author={Hudson, R.A.},
year={1984},
publisher={Blackwell Oxford}
}
@book{Melcuk1988,
title={Dependency syntax: theory and practice},
author={Melʹ{\v{c}}uk, I.A.},
year={1988},
publisher={State University of New York Press}
}
@article{Covington1990,
title={Parsing discontinuous constituents in dependency grammar},
author={Covington, M.A.},
journal={Computational Linguistics},
volume={16},
number={4},
pages={234--236},
year={1990},
publisher={MIT Press}
}
@inproceedings{Eisner1996,
title={Three new probabilistic models for dependency parsing: An exploration},
author={Eisner, J.M.},
booktitle={Proceedings of the 16th conference on Computational linguistics-Volume 1},
pages={340--345},
year={1996},
organization={Association for Computational Linguistics}
}
@inproceedings{ratnaparkhi1996maximum,
title={A maximum entropy model for part-of-speech tagging},
author={Ratnaparkhi, A. and others},
booktitle={Proceedings of the conference on empirical methods in natural language processing},
volume={1},
pages={133--142},
year={1996}
}
@book{Tutte1984,
title={{Graph Theory}},
author={Tutte, W.},
year={1984},
publisher={Addison-Wesley, Reading, MA}
}
@conference{DSmithSmith2007,
title={{Probabilistic models of nonprojective dependency trees}},
author={Smith, D. A. and Smith, N. A.},
booktitle={Proc. EMNLP-CoNLL},
year={2007}
}
@conference{Koo2007,
title={{Structured prediction models via the matrix-tree theorem}},
author={Koo, T. and Globerson, A. and Carreras, X. and Collins, M.},
booktitle={Proc. EMNLP},
year={2007}
}
@InProceedings{McDonald2007,
title = "On the Complexity of Non-Projective Data-Driven Dependency Parsing",
booktitle = {Proc. of IWPT},
author = "R. McDonald and G. Satta",
year = "2007",
}
@inproceedings{McDonald2006CoNLL,
author = "McDonald, R. and Lerman, K. and Pereira, F.",
title = "Multilingual Dependency Analysis with a Two-Stage Discriminative Parser",
year = "2006",
booktitle = "Proc. of CoNLL",
}
@InProceedings{DSmith2008,
author = {Smith, D. A. and Eisner, J.},
title = {Dependency Parsing by Belief Propagation},
booktitle = {Proc. of EMNLP},
year = {2008},
}
@InProceedings{Martins2009ACL,
author = {Martins, A. F. T. and Smith, N. A. and Xing, E. P.},
title = {Concise Integer Linear Programming Formulations for Dependency Parsing},
booktitle = {Proc. of ACL-IJCNLP},
year = {2009}
}
@InProceedings{Koo2010EMNLP,
author = {Koo, T. and Rush, A. M. and Collins, M. and Jaakkola, T. and Sontag, D.},
title = {Dual Decomposition for Parsing with Non-Projective Head Automata},
booktitle = {EMNLP},
year = {2010},
}
@conference{Koo2010,
title={{Efficient third-order dependency parsers}},
author={Koo, T. and Collins, M.},
booktitle={Proc. of ACL},
pages={1--11},
year={2010}
}
@InProceedings{Nivre2006CoNLL,
author = {Nivre, J. and Hall, J. and Nilsson, J. and Eryi{\v g}it, G. and Marinov, S.},
title = {Labeled Pseudo-Projective Dependency Parsing with Support Vector Machines},
booktitle = {Procs. of CoNLL},
year = {2006}
}
@conference{Huang2010,
title={{Dynamic programming for linear-time incremental parsing}},
author={Huang, L. and Sagae, K.},
booktitle={Proc. of ACL},
pages={1077--1086},
year={2010}
}
@inproceedings{Nivre2009,
title={Non-projective dependency parsing in expected linear time},
author={Nivre, J.},
booktitle={Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 1-Volume 1},
pages={351--359},
year={2009},
organization={Association for Computational Linguistics}
}
@inproceedings{mccallum2000maximum,
title={Maximum entropy Markov models for information extraction and segmentation},
author={McCallum, A. and Freitag, D. and Pereira, F.},
booktitle={Proceedings of the Seventeenth International Conference on Machine Learning},
pages={591--598},
year={2000},
organization={Citeseer}
}
@inproceedings{collins2002discriminative,
title={Discriminative training methods for hidden markov models: Theory and experiments with perceptron algorithms},
author={Collins, M.},
booktitle={Proceedings of the ACL-02 conference on Empirical methods in natural language processing-Volume 10},
pages={1--8},
year={2002},
organization={Association for Computational Linguistics}
}
@inproceedings{lafferty2001conditional,
title={Conditional random fields: Probabilistic models for segmenting and labeling sequence data},
author={Lafferty, J. and McCallum, A. and Pereira, F.},
booktitle={Procs. of ICML},
pages={282--289},
year={2001}
}
@article{pennTreeBank,
title={{Building a large annotated corpus of English: The Penn Treebank}},
author={Marcus, M.P. and Marcinkiewicz, M.A. and Santorini, B.},
journal={Computational linguistics},
volume={19},
number={2},
pages={313--330},
year={1993},
publisher={MIT Press Cambridge, MA, USA}
}
@conference{schutze1995distributional,
title={{Distributional part-of-speech tagging}},
author={Sch\"utze, H.},
booktitle={Proceedings of the seventh conference on European chapter of the Association for Computational Linguistics},
pages={141--148},
year={1995},
organization={Morgan Kaufmann Publishers Inc.}
}
@article{merialdo1994tet,
title={{Tagging English text with a probabilistic model}},
author={Merialdo, B.},
journal={Computational linguistics},
volume={20},
number={2},
pages={155--171},
year={1994},
publisher={MIT Press Cambridge, MA, USA}
}
@inproceedings{clark03combining,
author = {Clark, Alexander},
title = {Combining distributional and morphological information for part of speech induction},
booktitle = {Proc. EACL},
year = {2003},
}
@conference{klein2004acl,
author = {Klein, D. and Manning, C.},
title = {Corpus-based Induction of Syntactic Structure: Models of Dependency and Constituency},
booktitle = {Proc. ACL},
year = {2004}
}
@inproceedings{smith2006annealing,
title={{Annealing structural bias in multilingual weighted grammar induction}},
author={Noah A. Smith and Jason Eisner},
booktitle = {ACL-44: Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics},
year = {2006},
pages = {569--576},
location = {Sydney, Australia},
publisher = {Association for Computational Linguistics},
address = {Morristown, NJ, USA},
}
@inproceedings{graca2009nips,
title = {Parameter vs. Posterior Sparisty in Latent Variable Models},
author = {J. Gra\c{c}a and K. Ganchev and F. Pereira and B. Taskar},
booktitle = {Proc. NIPS},
year = {2009}
}
@InProceedings{bergkirkpatrick2010naacl,
author = {Berg-Kirkpatrick, Taylor and Bouchard-C\^{o}t\'{e}, Alexandre and DeNero, John and Klein, Dan},
title = {Painless Unsupervised Learning with Features},
booktitle = {Proc. NAACL},
month = {June},
year = {2010},
}
@PhdThesis{JoaoThesis,
author ={Gra\c{c}a, J.},
title ={Posterior Regularization Framework: Learning Tractable Models with Intractable Constraints},
school ={Universidade T\'{e}cnica de Lisboa, Instituto Superior T\'{e}cnico},
year ={2010},
}
@inproceedings{blitzer2007biographies,
title={Biographies, bollywood, boom-boxes and blenders: Domain adaptation for sentiment classification},
author={Blitzer, J. and Dredze, M. and Pereira, F.},
booktitle={Annual Meeting-Association For Computational Linguistics},
volume={45},
number={1},
pages={440},
year={2007}
}
@InProceedings{lamar-EtAl:2010:Short,
author = {Lamar, Michael and Maron, Yariv and Johnson, Mark and Bienenstock, Elie},
title = {{SVD} and Clustering for Unsupervised {POS} Tagging},
booktitle = {Proceedings of the ACL 2010 Conference: Short Papers},
month = {July},
year = {2010},
address = {Uppsala, Sweden},
publisher = {Association for Computational Linguistics},
pages = {215--219},
}
@InProceedings{das-petrov:2011:ACL-HLT2011,
author = {Das, Dipanjan and Petrov, Slav},
title = {Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections},
booktitle = {Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies},
month = {June},
year = {2011},
address = {Portland, Oregon, USA},
publisher = {Association for Computational Linguistics},
pages = {600--609},
url = {http://www.aclweb.org/anthology/P11-1061}
}
@article{brown94mathematic,
title={{The mathematics of statistical machine translation: Parameter estimation}},
author = {Peter F. Brown and Stephen A. Della Pietra and Vincent J. Della Pietra and Robert L. Mercer},
journal={Computational linguistics},
volume={19},
number={2},
pages={263--311},
year={1993},
publisher = {MIT Press},
address = {Cambridge, MA, USA},
}
@conference{charniak2009works,
title={{EM works for pronoun anaphora resolution}},
author={Charniak, E. and Elsner, M.},
booktitle={Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics},
pages={148--156},
year={2009},
organization={Association for Computational Linguistics}
}
@conference{johnson2007dtf,
title={{Why doesn't EM find good HMM POS-taggers}},
author={Johnson, M},
booktitle={In Proc. EMNLP-CoNLL},
year={2007}
}
@inproceedings{banko2004part,
title={{Part of speech tagging in context}},
author={Banko, M. and Moore, R.C.},
booktitle={Proc. COLING},
year={2004},
}
@inproceedings{wang2005improved,
title={{Improved estimation for unsupervised part-of-speech tagging}},
author={Wang, Q.I. and Schuurmans, D.},
booktitle={Proc. IEEE NLP-KE},
year={2005},
}
@conference{smith2005acl,
title={Contrastive estimation: Training log-linear models on unlabeled data},
author={Smith, N. and Eisner, J.},
booktitle={Proc. ACL},
year={2005},
organization={ACL}
}
@InProceedings{ravi2009acl,
author = {Ravi, Sujith and Knight, Kevin},
title = {Minimized Models for Unsupervised Part-of-Speech Tagging},
booktitle = {In Proc. ACL},
year = {2009},
}
@InProceedings{McDonald2005b,
title = "Non-Projective Dependency Parsing using Spanning Tree
Algorithms",
author = "R. T. McDonald and F. Pereira and K.
Ribarov and J. Hajic",
year = "2005",
booktitle = "Proc. of HLT-EMNLP",
}
@article{Tarjan1977,
title={{Finding optimum branchings}},
author={Tarjan, R.E.},
journal={Networks},
volume={7},
number={1},
pages={25--36},
year={1977},
publisher={[New York] Wiley}
}
@article{Chu1965,
author = "Y. J. Chu and T. H. Liu",
title = "On the Shortest Arborescence of a Directed Graph",
year = "1965",
volume = "14",
journal = "Science Sinica",
pages = "1396--1400"}
@article{Edmonds1967,
author = "J. Edmonds",
year = "1967",
title = "Optimum Branchings",
journal = "Journal of Research of the National Bureau of Standards",
volume = "71B",
pages = "233--240"}
@inproceedings{Reichart09,
author = {Reichart, Roi and Rappoport, Ari},
title = {The {NVI} clustering evaluation measure},
booktitle = {Proc. CONLL},
year = {2009},
location = {Boulder, Colorado},
}
@inproceedings{haghighi2006naacl,
title={{Prototype-driven learning for sequence models}},
author={Haghighi, A. and Klein, D.},
booktitle={Proc. HTL-NAACL},
year={2006},
organization={ACL}
}
@article{Meila07,
author = {Meil\u{a}, Marina},
title = {Comparing clusterings---an information based distance},
journal = {J. Multivar. Anal.},
volume = {98},
number = {5},
year = {2007},
issn = {0047-259X},
pages = {873--895},
publisher = {Academic Press, Inc.},
address = {Orlando, FL, USA},
}
@inproceedings{RosenbergH07,
author = {Andrew Rosenberg and
Julia Hirschberg},
title = {V-Measure: A Conditional Entropy-Based External Cluster Evaluation Measure},
booktitle = {EMNLP-CoNLL},
year = {2007},
pages = {410-420},
}
@inproceedings{Klein2002,
title={A generative constituent-context model for improved grammar induction},
author={Klein, D. and Manning, C.D.},
booktitle={Proceedings of the 40th Annual Meeting on Association for Computational Linguistics},
pages={128--135},
year={2002},
organization={Association for Computational Linguistics}
}
@inproceedings{Smith2005,
title={Guiding unsupervised grammar induction using contrastive estimation},
author={Smith, N.A. and Eisner, J.},
booktitle={Proc. of IJCAI Workshop on Grammatical Inference Applications},
year={2005},
organization={Citeseer}
}
@inproceedings{Cohen2008,
title={Logistic normal priors for unsupervised probabilistic grammar induction},
author={Cohen, S.B. and Gimpel, K. and Smith, N.A.},
booktitle={In NIPS},
year={2008},
organization={Citeseer}
}
@inproceedings{conll06st,
title = "{CoNLL-X} Shared Task on Multilingual Dependency Parsing",
year = "2006",
author = "S. Buchholz and E. Marsi",
booktitle = "Proc. of CoNLL"
}
@article{Surdeanu2008,
title= "The {CoNLL}-2008 Shared Task on Joint Parsing of Syntactic and Semantic Dependencies",
author={Surdeanu, M. and Johansson, R. and Meyers, A. and M{\`a}rquez, L. and Nivre, J.},
journal={Proc. of CoNLL},
year={2008}
}
@inproceedings{Eisner1999,
author = "J. Eisner and G. Satta",
title = "Efficient Parsing for Bilexical Context-Free Grammars and Head Automaton Grammars",
booktitle = "Proc. of ACL",
year = "1999",
}
@conference{Carreras2007,
title={{Experiments with a higher-order projective dependency parser}},
author={Carreras, X.},
booktitle={Proc. of CoNLL},
year={2007}
}
@book{Vapnik1995,
author = "N. Vladimir Vapnik",
year = "1995",
publisher = "Springer-Verlag, New York.",
title = "The Nature of Statistical Learning Theory",
}
@book{Hopcroft1979,
title={Introduction to automata theory, languages, and computation},
author={Hopcroft, J.E. and Motwani, R. and Ullman, J.D.},
volume={3},
year={1979},
publisher={Addison-wesley Reading, MA}
}
@article{Hunter:2007,
Author = {Hunter, John D.},
Journal = {Computing In Science \& Engineering},
Month = {May-Jun},
Number = {3},
Pages = {90--95},
Publisher = {IEEE COMPUTER SOC},
Times-Cited = {21},
Title = {Matplotlib: A 2D graphics environment},
Type = {Editorial Material},
Volume = {9},
Year = {2007},}
@book{Manning2008,
title={Introduction to information retrieval},
author={Manning, C.D. and Raghavan, P. and Sch{\"u}tze, H.},
volume={1},
year={2008},
publisher={Cambridge University Press Cambridge, UK}
}
@inproceedings{McCallum1998,
title={A comparison of event models for naive bayes text classification},
author={McCallum, A. and Nigam, K.},
booktitle={AAAI-98 workshop on learning for text categorization},
volume={752},
pages={41--48},
year={1998},
organization={Citeseer}
}
@book{bertsekas1995np,
title={Nonlinear programming},
author={Bertsekas, D.P. and Homer, M.L. and Logan, D.A. and Patek, S.D.},
publisher={Athena Scientific},
year={1995}
}
@book{boyd2004convex,
title={Convex optimization},
author={Boyd, S.P. and Vandenberghe, L.},
year={2004},
publisher={Cambridge Univ Pr}
}
@book{Nocedal1999,
title={Numerical optimization},
author={Nocedal, J. and Wright, S.J.},
year={1999},
publisher={Springer verlag}
}
@Book{Schoelkopf2002,
author = "B. Sch{\"o}lkopf and A. J. Smola",
title = "Learning with Kernels",
publisher = "The MIT Press",
year = "2002",
address = "Cambridge, MA",
URL = "http://www.learning-with-kernels.org"
}
@Book{ShaweTaylor2004,
author = "John Shawe-Taylor and Nello Cristianini",
year = "2004",
month = "jun",
publisher = "CUP",
title = "Kernel Methods for Pattern Analysis",
}
@conference{Boser1992,
title={{A training algorithm for optimal margin classifiers}},
author={Boser, B.E. and Guyon, I.M. and Vapnik, V.N.},
booktitle={Proceedings of the fifth annual workshop on Computational learning theory},
pages={144--152},
year={1992},
organization={ACM New York, NY, USA}
}
@article{Cortes1995,
title={{Support-vector networks}},
author={Cortes, C. and Vapnik, V.},
journal={Machine learning},
volume={20},
number={3},
pages={273--297},
year={1995},
publisher={Springer}
}
@article{Crammer2006,
title={{Online Passive-Aggressive Algorithms}},
author={Crammer, K. and Dekel, O. and Keshet, J. and Shalev-Shwartz, S. and Singer, Y.},
journal={JMLR},
volume={7},
pages={551--585},
year={2006},
publisher={MIT Press Cambridge, MA, USA}
}
@article{Crammer2002,
title={{On the algorithmic implementation of multiclass kernel-based vector machines}},
author={Crammer, K. and Singer, Y.},
journal={The Journal of Machine Learning Research},
volume={2},
pages={265--292},
year={2002},
publisher={MIT Press Cambridge, MA, USA}
}
@conference{ShalevShwartz2007ICML,
title={{Pegasos: Primal estimated sub-gradient solver for svm}},
author={Shalev-Shwartz, S. and Singer, Y. and Srebro, N.},
booktitle={ICML},
year={2007}
}
@article{Rosenblatt1958,
title={The perceptron: A probabilistic model for information storage and organization in the brain.},
author={Rosenblatt, F.},
journal={Psychological review},
volume={65},
number={6},
pages={386},
year={1958},
publisher={American Psychological Association}
}
@ARTICLE{rabiner,
title={A tutorial on hidden Markov models and selected applications in speech recognition},
author={L.R. Rabiner},
journal={In Proc. IEEE},
volume={77},
number={2},
pages={257--286},
year={1989}
}
@book{Manning1999,
title={Foundations of statistical natural language processing},
author={Manning, C.D. and Sch{\"u}tze, H.},
volume={59},
year={1999},
publisher={MIT Press}
}