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Research and Publications that make use of TAO
Maximum Entropy Models with Inequality Constraints: A Case Study on Text Categorization, J. Kazama and J. Tsujii, Machine Learning, 60, 1-3, 159--194, 2005.
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A Differentiation-Enabled Fortran 95 Compiler, U. Naumann and J. Riehme, ACM Tr. on Mat. Soft., 31, 4, 2005.
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Guiding Unsupervised Grammar Induction Using Contrastive Estimation, Noah A. Smith and Jason Eisner, In Working Notes of the International Joint Conference on Artificial Intelligence, Workshop on Grammatical Inference Applications, 2005.
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Contrastive Estimation: Training Log-Linear Models on Unlabeled Data, Noah A. Smith and Jason Eisner, Proceedings of the Association for Computational Linguistics, 2005.
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Context-Based Morphological Disambiguation with Random Fields, Noah A. Smith, David A. Smith, and Roy W. Tromble, Proceedings of the Conference on Human Language Technology
and Empirical Methods in Natural Language Processing, 2005.
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DFT-Based Nanostructure Investigation, Dan Negrut and Mihai Anitescu, Argonne National Laboratory.
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Discrete Willmore Flow, A.I. Bobenko and P. Schröder, Eurographics Symposium on Geometry Processing, M. Desbrun and H. Pottmann, 2005.
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Unconstrained Spherical Parameterizations, I. friedel, P. Schröder, and M. Desbrun, ACM/SIGGRAPH, 2005.
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Coarse-to-Fine n-Best Parsing and MaxEnt Discriminative Reranking, E. Charniak and M. Johnson, Proc. of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL'05), 173--180, Software for Maximum Entropy Discriminative reranking for computational linguistics, 2005.
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Discriminative language modeling with conditional random fields and the perceptron algorithm, B. Roark, M. Saraclar, M. Collins, and M. Johnson, Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics (ACL'04), 2004.
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Raising the Level of Programming Abstraction in Scalable
Programming Models, D. Bernholdt, J. Nieplocha, and P. Sadayappan, Proceedings of the HPCA Workshop on Productivity
and Performance in High-End Computing, 2004.
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Relevance Models to Help Estimate Document and Query Models, D. Bodoff, ACM Transactions on Information Systems, 22, 357 - 380, 2004.
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Bilingual Parsing with Factored Estimation: Using English to Parse Korean, David A. Smith and Noah A. Smith, Proceedings of the Conference on Empirical Methods in Natural Language Processing, 49--54, 2004.
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Wide Coverage Parsing with Stochastic Attribute Value Grammars, R. Malouf and G. van Noord, IJCNLP-04 Workshop: Beyond shallow analyses - Formalisms and statistical modeling for deep analyses., 2004.
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Evaluation and extension of maximum entropy
models with inequality constraints, J. Kazama and J. Tsujii, Proceedings of the 2002 Empirical Methods in
Natural Language Processing, 137--144, 2003.
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Client-Server Component Architecture for Scientific
Computing, Hala Dajani, 2003.
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Scalable parallel micromagnetic solvers for magnetic
nanostructures, W. Scholz, J. Fidler, T. Schrefl, D. Suess, R. Dittrich, H. Forster, and V. Tsiantos, Comp. Mat. Sci., 28, 366--383, Parallel Finite Element Micromagnetics Package (magpar), 2003.
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Optimization of A fed-batch fermentation process control
competition problem using the NEOS server, J. Liang and Y.-Q. Chen, Proceedings - Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering, 217; Part 5, 427--432, 2003.
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Implementation of a high performance parallel
finite element micromagnetics package, W. Scholz, D. Suess, R. Dittrich, T. Schrefl, V. Tsiantos, H. Forster, and J. Fidler, J. Magn. Magn. Mater., 2004.
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Solving tough optimal control problems by Network Enabled Optimization Server (NEOS), J. Liang, Y.-Q. Chen an M. Meng, and R. Fullmer, Proc. of the 2003 IEEE Intelligent Automation Conference, 2003.
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Nonlinear Conjugate Gradient Methods and Their Implementations by TAO on Dawning 2000-II, J. Wang, X. Chi, and T. Gu, In Inter. Conf. on Parallel Algorithms and Computing Environments (ICPACE) 2003.
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An interactive environment for supporting the transition from simulation to optimization, C. Bischof, H. Busker, B. Lang, and A. Rasch, Sci. Prog., 4, 263--272, 2003.
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Efficient Training of Conditional Random Fields, Hanna Wallach, 2002.
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Mechanistic Process Modeling for Subsurface Remediation, S. Yabusaki, S. Bryant, S. Chen, G. Fann, G. Flach, W. Gray, J. Holland, K. Jordan, R. Maier, J. Malard, D. Rector, W. Soll, C. Steefel, A. Tompson, H. Trease, M. Wheeler, and B. Wood, PNNL-14011, Published by Pacific Northwest National Laboratory for the Environmental Molecular Sciences Laboratory, 2002.
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The Sourcebook of Parallel Computing, J. Dongarra, I. Foster, G. Fox, W.
Gropp, K. Kennedy, L. Torczon, and A. White, Elsevier, 2002.
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A comparison of algorithms for maximum entropy parameter
estimation, Robert Malouf, In Sixth Conf. on Natural Language Learning, 49--55, 2002.
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Parallel restricted maximum likelihood estimation for linear
models with a dense exogenous matrix, J. Malard, Parallel Computing, 28, 2, 343--353, ACRE software package for maximum likelihood estimates of covariance matrices, 2002.
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Algorithms for Linguistic Processing. NWO PIONIER Progress Report., L. v. d. Beek, G. Bouma, J. Daciuk, T. Gaustad, R. Malouf, G. v. Noord, R. Prins, and B. Villada, 2002.
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