52
TITLE: Dual decomposition with many overlapping components
AUTHORS: Martins, AFT; Smith, NA; Aguiar, PMQ ; Figueiredo, MAT ;
PUBLISHED: 2011, SOURCE: Conference on Empirical Methods in Natural Language Processing, EMNLP 2011 in EMNLP 2011 - Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference
INDEXED IN: Scopus
53
TITLE: Structured sparsity in structured prediction
AUTHORS: Martins, AFT; Smith, NA; Aguiar, PMQ ; Figueiredo, MAT ;
PUBLISHED: 2011, SOURCE: Conference on Empirical Methods in Natural Language Processing, EMNLP 2011 in EMNLP 2011 - Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference
INDEXED IN: Scopus
54
TITLE: An augmented Lagrangian approach to constrained MAP inference
AUTHORS: Martins, AFT; Figueiredo, MAT ; Aguiar, PMQ ; Smith, NA; Xing, EP;
PUBLISHED: 2011, SOURCE: 28th International Conference on Machine Learning, ICML 2011 in Proceedings of the 28th International Conference on Machine Learning, ICML 2011
INDEXED IN: Scopus
55
TITLE: Online learning of structured predictors with multiple kernels
AUTHORS: Martins, AFT; Smith, NA; Xing, EP; Aguiar, PMQ ; Figueiredo, MAT ;
PUBLISHED: 2011, SOURCE: 14th International Conference on Artificial Intelligence and Statistics, AISTATS 2011 in Journal of Machine Learning Research, VOLUME: 15
INDEXED IN: Scopus
56
TITLE: Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models  Full Text
AUTHORS: Andre F T Martins; Manuele Bicego; Vittorio Murino; Pedro M Q Aguiar ; Mario A T Figueiredo ;
PUBLISHED: 2010, SOURCE: Joint IAPR International Workshop on SSPR & SPR in STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, VOLUME: 6218
INDEXED IN: Scopus WOS CrossRef
57
TITLE: COMBINING FREE ENERGY SCORE SPACES WITH INFORMATION THEORETIC KERNELS: APPLICATION TO SCENE CLASSIFICATION  Full Text
AUTHORS: Bicego, M; Perina, A; Murino, V; Martins, A; Aguiar, P ; Figueiredo, M ;
PUBLISHED: 2010, SOURCE: IEEE International Conference on Image Processing in 2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING
INDEXED IN: Scopus WOS CrossRef
58
TITLE: 2D shape recognition using information theoretic kernels  Full Text
AUTHORS: Bicego, M; Martins, AFT; Murino, V; Aguiar, PMQ ; Figueiredo, MAT ;
PUBLISHED: 2010, SOURCE: 2010 20th International Conference on Pattern Recognition, ICPR 2010 in Proceedings - International Conference on Pattern Recognition
INDEXED IN: Scopus CrossRef
59
TITLE: Turbo parsers: Dependency parsing by approximate variational inference
AUTHORS: Martins, AFT; Smith, NA; Xing, EP; Aguiar, PMQ ; Figueiredo, MAT ;
PUBLISHED: 2010, SOURCE: Conference on Empirical Methods in Natural Language Processing, EMNLP 2010 in EMNLP 2010 - Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference
INDEXED IN: Scopus
60
TITLE: Nonextensive Information Theoretic Kernels on Measures  Full Text
AUTHORS: Andre F T Martins; Noah A Smith; Eric P Xing; Pedro M Q Aguiar ; Mario A T Figueiredo ;
PUBLISHED: 2009, SOURCE: JOURNAL OF MACHINE LEARNING RESEARCH, VOLUME: 10
INDEXED IN: Scopus WOS
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