Caetano, Tibério S.

22 publications

IJCAI 2016 Fast Learning from Distributed Datasets Without Entity Matching Giorgio Patrini, Richard Nock, Stephen Hardy, Tibério S. Caetano

ECML-PKDD 2014 Bayesian Models for Structured Sparse Estimation via Set Cover Prior Xianghang Liu, Xinhua Zhang, Tibério S. Caetano

NeurIPS 2012 A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation Aaron Defazio, Tibério S. Caetano

ICML 2012 A Graphical Model Formulation of Collaborative Filtering Neighbourhood Methods with Fast Maximum Entropy Training Aaron Defazio, Tibério S. Caetano

NeurIPS 2012 Learning as MAP Inference in Discrete Graphical Models Xianghang Liu, James Petterson, Tibério S. Caetano

JMLR 2011 Faster Algorithms for Max-Product Message-Passing Julian J. McAuley, Tibério S. Caetano

NeurIPS 2011 Submodular Multi-Label Learning James Petterson, Tibério S. Caetano

ICML 2010 Exploiting Data-Independence for Fast Belief-Propagation Julian J. McAuley, Tibério S. Caetano

NeurIPS 2010 Multitask Learning Without Label Correspondences Novi Quadrianto, James Petterson, Tibério S. Caetano, Alex J. Smola, S.v.n. Vishwanathan

NeurIPS 2010 Reverse Multi-Label Learning James Petterson, Tibério S. Caetano

CVPR 2010 Unified Graph Matching in Euclidean Spaces Julian J. McAuley, Teofilo de Campos, Tibério S. Caetano

NeurIPS 2010 Word Features for Latent Dirichlet Allocation James Petterson, Wray Buntine, Shravan M. Narayanamurthy, Tibério S. Caetano, Alex J. Smola

NeurIPS 2009 Convex Relaxation of Mixture Regression with Efficient Algorithms Novi Quadrianto, John Lim, Dale Schuurmans, Tibério S. Caetano

JMLR 2009 Estimating Labels from Label Proportions Novi Quadrianto, Alex J. Smola, Tibério S. Caetano, Quoc V. Le

NeurIPS 2009 Exponential Family Graph Matching and Ranking James Petterson, Jin Yu, Julian J. Mcauley, Tibério S. Caetano

CVPR 2009 Shape Classification Through Structured Learning of Matching Measures Longbin Chen, Julian J. McAuley, Rogério Schmidt Feris, Tibério S. Caetano, Matthew Turk

ICML 2008 Estimating Labels from Label Proportions Novi Quadrianto, Alexander J. Smola, Tibério S. Caetano, Quoc V. Le

NeurIPS 2008 Robust Near-Isometric Matching via Structured Learning of Graphical Models Alex J. Smola, Julian J. Mcauley, Tibério S. Caetano

CVPR 2007 An MRF and Gaussian Curvature Based Shape Representation for Shape Matching Pengdong Xiao, Nick Barnes, Tibério S. Caetano, Paulette Lieby

ICCV 2007 Learning Graph Matching Tibério S. Caetano, Li Cheng, Quoc V. Le, Alexander J. Smola

ICML 2006 Learning High-Order MRF Priors of Color Images Julian J. McAuley, Tibério S. Caetano, Alexander J. Smola, Matthias O. Franz

CVPR 2004 Graphical Models for Graph Matching Tibério S. Caetano, Terry Caelli, Dante Augusto Couto Barone