Martins, André F. T.

11 publications

JMLR 2025 Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval Saul Santos, Vlad Niculae, Daniel McNamee, Andre F.T. Martins

NeurIPS 2024 QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation Gonçalo R. A. Faria, Sweta Agrawal, António Farinhas, Ricardo Rei, José G. C. de Souza, André F.T. Martins

NeurIPS 2024 Reranking Laws for Language Generation: A Communication-Theoretic Perspective António Farinhas, Haau-Sing Li, André F. T. Martins

JMLR 2022 Sparse Continuous Distributions and Fenchel-Young Losses André F. T. Martins, Marcos Treviso, António Farinhas, Pedro M. Q. Aguiar, Mário A. T. Figueiredo, Mathieu Blondel, Vlad Niculae

ICCVW 2021 Multimodal Continuous Visual Attention Mechanisms António Farinhas, André F. T. Martins, Pedro M. Q. Aguiar

JMLR 2020 Learning with Fenchel-Young Losses Mathieu Blondel, André F.T. Martins, Vlad Niculae

JMLR 2015 AD3: Alternating Directions Dual Decomposition for MAP Inference in Graphical Models André F. T. Martins, Mário A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing

ICML 2011 An Augmented Lagrangian Approach to Constrained MAP Inference André F. T. Martins, Mário A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing

JMLR 2009 Nonextensive Information Theoretic Kernels on Measures André F. T. Martins, Noah A. Smith, Eric P. Xing, Pedro M. Q. Aguiar, Mário A. T. Figueiredo

ICML 2009 Polyhedral Outer Approximations with Application to Natural Language Parsing André F. T. Martins, Noah A. Smith, Eric P. Xing

ICML 2008 Nonextensive Entropic Kernels André F. T. Martins, Mário A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing